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class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#AlphaStar"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.1.2</span> <span>AlphaStar</span> </div> </a> <ul id="toc-AlphaStar-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Protein_folding" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Protein_folding"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.2</span> <span>Protein folding</span> </div> </a> <ul id="toc-Protein_folding-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Language_models" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Language_models"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3</span> <span>Language models</span> </div> </a> <ul id="toc-Language_models-sublist" class="vector-toc-list"> <li id="toc-AlphaCode" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#AlphaCode"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3.1</span> <span>AlphaCode</span> </div> </a> <ul id="toc-AlphaCode-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Gemini" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#Gemini"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3.2</span> <span>Gemini</span> </div> </a> <ul id="toc-Gemini-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Gemma" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#Gemma"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3.3</span> <span>Gemma</span> </div> </a> <ul id="toc-Gemma-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-SIMA" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#SIMA"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3.4</span> <span>SIMA</span> </div> </a> <ul id="toc-SIMA-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Habermas_machine" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#Habermas_machine"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3.5</span> <span>Habermas machine</span> </div> </a> <ul id="toc-Habermas_machine-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Video_model" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Video_model"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.4</span> <span>Video model</span> </div> </a> <ul id="toc-Video_model-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Environment_generation" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Environment_generation"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.5</span> <span>Environment generation</span> </div> </a> <ul id="toc-Environment_generation-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Robotics" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Robotics"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.6</span> <span>Robotics</span> </div> </a> <ul id="toc-Robotics-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Sports" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Sports"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.7</span> <span>Sports</span> </div> </a> <ul id="toc-Sports-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Archaeology" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Archaeology"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.8</span> <span>Archaeology</span> </div> </a> <ul id="toc-Archaeology-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Materials_science" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Materials_science"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.9</span> <span>Materials science</span> </div> </a> <ul id="toc-Materials_science-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Mathematics" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Mathematics"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.10</span> <span>Mathematics</span> </div> </a> <ul id="toc-Mathematics-sublist" class="vector-toc-list"> <li id="toc-AlphaTensor" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#AlphaTensor"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.10.1</span> <span>AlphaTensor</span> </div> </a> <ul id="toc-AlphaTensor-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-AlphaGeometry" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#AlphaGeometry"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.10.2</span> <span>AlphaGeometry</span> </div> </a> <ul id="toc-AlphaGeometry-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-AlphaProof" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#AlphaProof"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.10.3</span> <span>AlphaProof</span> </div> </a> <ul id="toc-AlphaProof-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-AlphaDev" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#AlphaDev"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.11</span> <span>AlphaDev</span> </div> </a> <ul id="toc-AlphaDev-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Chip_design" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Chip_design"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.12</span> <span>Chip design</span> </div> </a> <ul id="toc-Chip_design-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Miscellaneous_contributions_to_Google" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Miscellaneous_contributions_to_Google"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.13</span> <span>Miscellaneous contributions to Google</span> </div> </a> <ul id="toc-Miscellaneous_contributions_to_Google-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-DeepMind_Health" class="vector-toc-list-item vector-toc-level-1"> <a class="vector-toc-link" href="#DeepMind_Health"> <div class="vector-toc-text"> <span class="vector-toc-numb">3</span> <span>DeepMind Health</span> </div> </a> <button aria-controls="toc-DeepMind_Health-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle DeepMind Health subsection</span> </button> <ul id="toc-DeepMind_Health-sublist" class="vector-toc-list"> <li id="toc-NHS_data-sharing_controversy" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#NHS_data-sharing_controversy"> <div class="vector-toc-text"> <span class="vector-toc-numb">3.1</span> <span>NHS data-sharing controversy</span> </div> </a> <ul id="toc-NHS_data-sharing_controversy-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-DeepMind_Ethics_and_Society" class="vector-toc-list-item vector-toc-level-1"> <a class="vector-toc-link" href="#DeepMind_Ethics_and_Society"> <div class="vector-toc-text"> <span class="vector-toc-numb">4</span> <span>DeepMind Ethics and Society</span> </div> </a> <ul id="toc-DeepMind_Ethics_and_Society-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-DeepMind_Professors_of_machine_learning" class="vector-toc-list-item vector-toc-level-1"> <a class="vector-toc-link" href="#DeepMind_Professors_of_machine_learning"> <div class="vector-toc-text"> <span class="vector-toc-numb">5</span> <span>DeepMind Professors of machine learning</span> </div> </a> <ul id="toc-DeepMind_Professors_of_machine_learning-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-See_also" class="vector-toc-list-item vector-toc-level-1"> <a class="vector-toc-link" href="#See_also"> <div class="vector-toc-text"> <span class="vector-toc-numb">6</span> <span>See also</span> </div> </a> <ul id="toc-See_also-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-References" class="vector-toc-list-item vector-toc-level-1"> <a class="vector-toc-link" href="#References"> <div class="vector-toc-text"> <span class="vector-toc-numb">7</span> <span>References</span> </div> </a> <ul id="toc-References-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-External_links" class="vector-toc-list-item vector-toc-level-1"> <a class="vector-toc-link" href="#External_links"> <div class="vector-toc-text"> <span class="vector-toc-numb">8</span> <span>External links</span> </div> </a> <ul id="toc-External_links-sublist" class="vector-toc-list"> </ul> </li> </ul> </div> </div> </nav> </div> </div> <div class="mw-content-container"> <main id="content" class="mw-body"> <header class="mw-body-header vector-page-titlebar"> <nav aria-label="Contents" class="vector-toc-landmark"> <div id="vector-page-titlebar-toc" class="vector-dropdown vector-page-titlebar-toc vector-button-flush-left" title="Table of Contents" > <input type="checkbox" id="vector-page-titlebar-toc-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-vector-page-titlebar-toc" class="vector-dropdown-checkbox " aria-label="Toggle the table of contents" > <label id="vector-page-titlebar-toc-label" for="vector-page-titlebar-toc-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--icon-only " aria-hidden="true" ><span class="vector-icon mw-ui-icon-listBullet mw-ui-icon-wikimedia-listBullet"></span> <span class="vector-dropdown-label-text">Toggle the table of contents</span> </label> <div class="vector-dropdown-content"> <div id="vector-page-titlebar-toc-unpinned-container" class="vector-unpinned-container"> </div> </div> </div> </nav> <h1 id="firstHeading" class="firstHeading mw-first-heading"><span class="mw-page-title-main">Google DeepMind</span></h1> <div id="p-lang-btn" class="vector-dropdown mw-portlet mw-portlet-lang" > <input type="checkbox" id="p-lang-btn-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-lang-btn" class="vector-dropdown-checkbox mw-interlanguage-selector" aria-label="Go to an article in another language. Available in 42 languages" > <label id="p-lang-btn-label" for="p-lang-btn-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--action-progressive mw-portlet-lang-heading-42" aria-hidden="true" ><span class="vector-icon mw-ui-icon-language-progressive mw-ui-icon-wikimedia-language-progressive"></span> <span class="vector-dropdown-label-text">42 languages</span> </label> <div class="vector-dropdown-content"> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li class="interlanguage-link interwiki-ar mw-list-item"><a href="https://ar.wikipedia.org/wiki/%D8%AF%D9%8A%D8%A8_%D9%85%D8%A7%D9%8A%D9%86%D8%AF" title="ديب مايند – Arabic" lang="ar" hreflang="ar" data-title="ديب مايند" data-language-autonym="العربية" data-language-local-name="Arabic" class="interlanguage-link-target"><span>العربية</span></a></li><li class="interlanguage-link interwiki-az mw-list-item"><a href="https://az.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Azerbaijani" lang="az" hreflang="az" data-title="Google DeepMind" data-language-autonym="Azərbaycanca" data-language-local-name="Azerbaijani" class="interlanguage-link-target"><span>Azərbaycanca</span></a></li><li class="interlanguage-link interwiki-azb mw-list-item"><a href="https://azb.wikipedia.org/wiki/%D8%AF%DB%8C%D9%BE%E2%80%8C%D9%85%D8%A7%DB%8C%D9%86%D8%AF" title="دیپ‌مایند – South Azerbaijani" lang="azb" hreflang="azb" data-title="دیپ‌مایند" data-language-autonym="تۆرکجه" data-language-local-name="South Azerbaijani" class="interlanguage-link-target"><span>تۆرکجه</span></a></li><li class="interlanguage-link interwiki-zh-min-nan mw-list-item"><a href="https://zh-min-nan.wikipedia.org/wiki/DeepMind" title="DeepMind – Minnan" lang="nan" hreflang="nan" data-title="DeepMind" data-language-autonym="閩南語 / Bân-lâm-gú" data-language-local-name="Minnan" class="interlanguage-link-target"><span>閩南語 / Bân-lâm-gú</span></a></li><li class="interlanguage-link interwiki-ca mw-list-item"><a href="https://ca.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Catalan" lang="ca" hreflang="ca" data-title="Google DeepMind" data-language-autonym="Català" data-language-local-name="Catalan" class="interlanguage-link-target"><span>Català</span></a></li><li class="interlanguage-link interwiki-de mw-list-item"><a href="https://de.wikipedia.org/wiki/DeepMind" title="DeepMind – German" lang="de" hreflang="de" data-title="DeepMind" data-language-autonym="Deutsch" data-language-local-name="German" class="interlanguage-link-target"><span>Deutsch</span></a></li><li class="interlanguage-link interwiki-et mw-list-item"><a href="https://et.wikipedia.org/wiki/DeepMind" title="DeepMind – Estonian" lang="et" hreflang="et" data-title="DeepMind" data-language-autonym="Eesti" data-language-local-name="Estonian" class="interlanguage-link-target"><span>Eesti</span></a></li><li class="interlanguage-link interwiki-el mw-list-item"><a href="https://el.wikipedia.org/wiki/DeepMind" title="DeepMind – Greek" lang="el" hreflang="el" data-title="DeepMind" data-language-autonym="Ελληνικά" data-language-local-name="Greek" class="interlanguage-link-target"><span>Ελληνικά</span></a></li><li class="interlanguage-link interwiki-es mw-list-item"><a href="https://es.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Spanish" lang="es" hreflang="es" data-title="Google DeepMind" data-language-autonym="Español" data-language-local-name="Spanish" class="interlanguage-link-target"><span>Español</span></a></li><li class="interlanguage-link interwiki-eo mw-list-item"><a href="https://eo.wikipedia.org/wiki/DeepMind" title="DeepMind – Esperanto" lang="eo" hreflang="eo" data-title="DeepMind" data-language-autonym="Esperanto" data-language-local-name="Esperanto" class="interlanguage-link-target"><span>Esperanto</span></a></li><li class="interlanguage-link interwiki-eu mw-list-item"><a href="https://eu.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Basque" lang="eu" hreflang="eu" data-title="Google DeepMind" data-language-autonym="Euskara" data-language-local-name="Basque" class="interlanguage-link-target"><span>Euskara</span></a></li><li class="interlanguage-link interwiki-fa mw-list-item"><a href="https://fa.wikipedia.org/wiki/%DA%AF%D9%88%DA%AF%D9%84_%D8%AF%DB%8C%D9%BE%E2%80%8C%D9%85%D8%A7%DB%8C%D9%86%D8%AF" title="گوگل دیپ‌مایند – Persian" lang="fa" hreflang="fa" data-title="گوگل دیپ‌مایند" data-language-autonym="فارسی" data-language-local-name="Persian" class="interlanguage-link-target"><span>فارسی</span></a></li><li class="interlanguage-link interwiki-fr mw-list-item"><a href="https://fr.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – French" lang="fr" hreflang="fr" data-title="Google DeepMind" data-language-autonym="Français" data-language-local-name="French" class="interlanguage-link-target"><span>Français</span></a></li><li class="interlanguage-link interwiki-ko mw-list-item"><a href="https://ko.wikipedia.org/wiki/%EA%B5%AC%EA%B8%80_%EB%94%A5%EB%A7%88%EC%9D%B8%EB%93%9C" title="구글 딥마인드 – Korean" lang="ko" hreflang="ko" data-title="구글 딥마인드" data-language-autonym="한국어" data-language-local-name="Korean" class="interlanguage-link-target"><span>한국어</span></a></li><li class="interlanguage-link interwiki-hi mw-list-item"><a href="https://hi.wikipedia.org/wiki/%E0%A4%97%E0%A5%82%E0%A4%97%E0%A4%B2_%E0%A4%A1%E0%A5%80%E0%A4%AA%E0%A4%AE%E0%A4%BE%E0%A4%87%E0%A4%82%E0%A4%A1" title="गूगल डीपमाइंड – Hindi" lang="hi" hreflang="hi" data-title="गूगल डीपमाइंड" data-language-autonym="हिन्दी" data-language-local-name="Hindi" class="interlanguage-link-target"><span>हिन्दी</span></a></li><li class="interlanguage-link interwiki-id mw-list-item"><a href="https://id.wikipedia.org/wiki/DeepMind" title="DeepMind – Indonesian" lang="id" hreflang="id" data-title="DeepMind" data-language-autonym="Bahasa Indonesia" data-language-local-name="Indonesian" class="interlanguage-link-target"><span>Bahasa Indonesia</span></a></li><li class="interlanguage-link interwiki-it mw-list-item"><a href="https://it.wikipedia.org/wiki/DeepMind" title="DeepMind – Italian" lang="it" hreflang="it" data-title="DeepMind" data-language-autonym="Italiano" data-language-local-name="Italian" class="interlanguage-link-target"><span>Italiano</span></a></li><li class="interlanguage-link interwiki-he mw-list-item"><a href="https://he.wikipedia.org/wiki/DeepMind" title="DeepMind – Hebrew" lang="he" hreflang="he" data-title="DeepMind" data-language-autonym="עברית" data-language-local-name="Hebrew" class="interlanguage-link-target"><span>עברית</span></a></li><li class="interlanguage-link interwiki-ks mw-list-item"><a href="https://ks.wikipedia.org/wiki/%DA%AF%D9%88%D9%97%DA%AF%D9%8F%D9%84_%DA%88%DB%8C%D9%96%D9%BE_%D9%85%D8%A7%D8%A6%D9%86%D9%9B%DA%88" title="گوٗگُل ڈیٖپ مائنٛڈ – Kashmiri" lang="ks" hreflang="ks" data-title="گوٗگُل ڈیٖپ مائنٛڈ" data-language-autonym="कॉशुर / کٲشُر" data-language-local-name="Kashmiri" class="interlanguage-link-target"><span>कॉशुर / کٲشُر</span></a></li><li class="interlanguage-link interwiki-lv mw-list-item"><a href="https://lv.wikipedia.org/wiki/DeepMind" title="DeepMind – Latvian" lang="lv" hreflang="lv" data-title="DeepMind" data-language-autonym="Latviešu" data-language-local-name="Latvian" class="interlanguage-link-target"><span>Latviešu</span></a></li><li class="interlanguage-link interwiki-ml mw-list-item"><a href="https://ml.wikipedia.org/wiki/%E0%B4%97%E0%B5%82%E0%B4%97%E0%B4%BF%E0%B5%BE_%E0%B4%A1%E0%B5%80%E0%B4%AA%E0%B5%8D_%E0%B4%AE%E0%B5%88%E0%B5%BB%E0%B4%A1%E0%B5%8D" title="ഗൂഗിൾ ഡീപ് മൈൻഡ് – Malayalam" lang="ml" hreflang="ml" data-title="ഗൂഗിൾ ഡീപ് മൈൻഡ്" data-language-autonym="മലയാളം" data-language-local-name="Malayalam" class="interlanguage-link-target"><span>മലയാളം</span></a></li><li class="interlanguage-link interwiki-ms mw-list-item"><a href="https://ms.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Malay" lang="ms" hreflang="ms" data-title="Google DeepMind" data-language-autonym="Bahasa Melayu" data-language-local-name="Malay" class="interlanguage-link-target"><span>Bahasa Melayu</span></a></li><li class="interlanguage-link interwiki-nl mw-list-item"><a href="https://nl.wikipedia.org/wiki/DeepMind" title="DeepMind – Dutch" lang="nl" hreflang="nl" data-title="DeepMind" data-language-autonym="Nederlands" data-language-local-name="Dutch" class="interlanguage-link-target"><span>Nederlands</span></a></li><li class="interlanguage-link interwiki-ja mw-list-item"><a href="https://ja.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Japanese" lang="ja" hreflang="ja" data-title="Google DeepMind" data-language-autonym="日本語" data-language-local-name="Japanese" class="interlanguage-link-target"><span>日本語</span></a></li><li class="interlanguage-link interwiki-pl mw-list-item"><a href="https://pl.wikipedia.org/wiki/DeepMind" title="DeepMind – Polish" lang="pl" hreflang="pl" data-title="DeepMind" data-language-autonym="Polski" data-language-local-name="Polish" class="interlanguage-link-target"><span>Polski</span></a></li><li class="interlanguage-link interwiki-pt mw-list-item"><a href="https://pt.wikipedia.org/wiki/DeepMind" title="DeepMind – Portuguese" lang="pt" hreflang="pt" data-title="DeepMind" data-language-autonym="Português" data-language-local-name="Portuguese" class="interlanguage-link-target"><span>Português</span></a></li><li class="interlanguage-link interwiki-ro mw-list-item"><a href="https://ro.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Romanian" lang="ro" hreflang="ro" data-title="Google DeepMind" data-language-autonym="Română" data-language-local-name="Romanian" class="interlanguage-link-target"><span>Română</span></a></li><li class="interlanguage-link interwiki-ru mw-list-item"><a href="https://ru.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Russian" lang="ru" hreflang="ru" data-title="Google DeepMind" data-language-autonym="Русский" data-language-local-name="Russian" class="interlanguage-link-target"><span>Русский</span></a></li><li class="interlanguage-link interwiki-sq mw-list-item"><a href="https://sq.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Albanian" lang="sq" hreflang="sq" data-title="Google DeepMind" data-language-autonym="Shqip" data-language-local-name="Albanian" class="interlanguage-link-target"><span>Shqip</span></a></li><li class="interlanguage-link interwiki-simple mw-list-item"><a href="https://simple.wikipedia.org/wiki/DeepMind" title="DeepMind – Simple English" lang="en-simple" hreflang="en-simple" data-title="DeepMind" data-language-autonym="Simple English" data-language-local-name="Simple English" class="interlanguage-link-target"><span>Simple English</span></a></li><li class="interlanguage-link interwiki-ckb mw-list-item"><a href="https://ckb.wikipedia.org/wiki/%D8%AF%DB%8C%D9%BE%D9%85%D8%A7%DB%8C%D9%86%D8%AF" title="دیپمایند – Central Kurdish" lang="ckb" hreflang="ckb" data-title="دیپمایند" data-language-autonym="کوردی" data-language-local-name="Central Kurdish" class="interlanguage-link-target"><span>کوردی</span></a></li><li class="interlanguage-link interwiki-sr mw-list-item"><a href="https://sr.wikipedia.org/wiki/DeepMind" title="DeepMind – Serbian" lang="sr" hreflang="sr" data-title="DeepMind" data-language-autonym="Српски / srpski" data-language-local-name="Serbian" class="interlanguage-link-target"><span>Српски / srpski</span></a></li><li class="interlanguage-link interwiki-sh mw-list-item"><a href="https://sh.wikipedia.org/wiki/DeepMind" title="DeepMind – Serbo-Croatian" lang="sh" hreflang="sh" data-title="DeepMind" data-language-autonym="Srpskohrvatski / српскохрватски" data-language-local-name="Serbo-Croatian" class="interlanguage-link-target"><span>Srpskohrvatski / српскохрватски</span></a></li><li class="interlanguage-link interwiki-fi mw-list-item"><a href="https://fi.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Finnish" lang="fi" hreflang="fi" data-title="Google DeepMind" data-language-autonym="Suomi" data-language-local-name="Finnish" class="interlanguage-link-target"><span>Suomi</span></a></li><li class="interlanguage-link interwiki-sv mw-list-item"><a href="https://sv.wikipedia.org/wiki/Deepmind" title="Deepmind – Swedish" lang="sv" hreflang="sv" data-title="Deepmind" data-language-autonym="Svenska" data-language-local-name="Swedish" class="interlanguage-link-target"><span>Svenska</span></a></li><li class="interlanguage-link interwiki-th mw-list-item"><a href="https://th.wikipedia.org/wiki/%E0%B8%94%E0%B8%B5%E0%B8%9B%E0%B9%84%E0%B8%A1%E0%B8%94%E0%B9%8C" title="ดีปไมด์ – Thai" lang="th" hreflang="th" data-title="ดีปไมด์" data-language-autonym="ไทย" data-language-local-name="Thai" class="interlanguage-link-target"><span>ไทย</span></a></li><li class="interlanguage-link interwiki-tr mw-list-item"><a href="https://tr.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Turkish" lang="tr" hreflang="tr" data-title="Google DeepMind" data-language-autonym="Türkçe" data-language-local-name="Turkish" class="interlanguage-link-target"><span>Türkçe</span></a></li><li class="interlanguage-link interwiki-uk mw-list-item"><a href="https://uk.wikipedia.org/wiki/Google_DeepMind" title="Google DeepMind – Ukrainian" lang="uk" hreflang="uk" data-title="Google DeepMind" data-language-autonym="Українська" data-language-local-name="Ukrainian" class="interlanguage-link-target"><span>Українська</span></a></li><li class="interlanguage-link interwiki-vi mw-list-item"><a href="https://vi.wikipedia.org/wiki/DeepMind" title="DeepMind – Vietnamese" lang="vi" hreflang="vi" data-title="DeepMind" data-language-autonym="Tiếng Việt" data-language-local-name="Vietnamese" 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class="mw-content-ltr mw-parser-output" lang="en" dir="ltr"><div class="shortdescription nomobile noexcerpt noprint searchaux" style="display:none">Artificial intelligence research laboratory</div> <p class="mw-empty-elt"> </p> <style data-mw-deduplicate="TemplateStyles:r1257001546">.mw-parser-output .infobox-subbox{padding:0;border:none;margin:-3px;width:auto;min-width:100%;font-size:100%;clear:none;float:none;background-color:transparent}.mw-parser-output .infobox-3cols-child{margin:auto}.mw-parser-output .infobox .navbar{font-size:100%}@media screen{html.skin-theme-clientpref-night .mw-parser-output .infobox-full-data:not(.notheme)>div:not(.notheme)[style]{background:#1f1f23!important;color:#f8f9fa}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .infobox-full-data:not(.notheme) div:not(.notheme){background:#1f1f23!important;color:#f8f9fa}}@media(min-width:640px){body.skin--responsive .mw-parser-output .infobox-table{display:table!important}body.skin--responsive .mw-parser-output .infobox-table>caption{display:table-caption!important}body.skin--responsive .mw-parser-output .infobox-table>tbody{display:table-row-group}body.skin--responsive .mw-parser-output .infobox-table tr{display:table-row!important}body.skin--responsive .mw-parser-output .infobox-table th,body.skin--responsive .mw-parser-output .infobox-table td{padding-left:inherit;padding-right:inherit}}</style><style data-mw-deduplicate="TemplateStyles:r1242257876">.mw-parser-output .ib-company .infobox-label{padding-right:0.5em}.mw-parser-output .ib-company .infobox-data,.mw-parser-output .ib-company .infobox-below{line-height:1.35em}.mw-parser-output .ib-company-logo img{background-color:#f8f9fa}.mw-parser-output .ib-company-locality,.mw-parser-output .ib-company-country{display:inline}</style><table class="infobox ib-company vcard"><caption class="infobox-title fn org" style="font-size: 125%;">DeepMind Technologies Limited</caption><tbody><tr><td colspan="2" class="infobox-image ib-company-logo logo"><span class="mw-default-size" typeof="mw:File/Frameless"><a href="/wiki/File:DeepMind_new_logo.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/6/6a/DeepMind_new_logo.svg/260px-DeepMind_new_logo.svg.png" decoding="async" width="260" height="60" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/6/6a/DeepMind_new_logo.svg/390px-DeepMind_new_logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/6a/DeepMind_new_logo.svg/520px-DeepMind_new_logo.svg.png 2x" data-file-width="512" data-file-height="119" /></a></span></td></tr><tr><th scope="row" class="infobox-label"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;"><a href="/wiki/Trade_name" title="Trade name">Trade name</a></div></th><td class="infobox-data"><style data-mw-deduplicate="TemplateStyles:r1126788409">.mw-parser-output .plainlist ol,.mw-parser-output .plainlist ul{line-height:inherit;list-style:none;margin:0;padding:0}.mw-parser-output .plainlist ol li,.mw-parser-output .plainlist ul li{margin-bottom:0}</style><div class="plainlist"><ul><li>Google DeepMind</li><li>DeepMind</li></ul></div></td></tr><tr><th scope="row" class="infobox-label">Company type</th><td class="infobox-data category"><a href="/wiki/Subsidiary" title="Subsidiary">Subsidiary</a></td></tr><tr><th scope="row" class="infobox-label">Industry</th><td class="infobox-data category"><a href="/wiki/Artificial_intelligence" title="Artificial intelligence">Artificial intelligence</a></td></tr><tr><th scope="row" class="infobox-label">Founded</th><td class="infobox-data">23 September 2010<span class="noprint">; 14 years ago</span><span style="display:none"> (<span class="bday dtstart published updated">2010-09-23</span>)</span> (incorporation)<sup id="cite_ref-CompaniesHouse_1-0" class="reference"><a href="#cite_note-CompaniesHouse-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup><br /> 15 November 2010<span class="noprint">; 14 years ago</span><span style="display:none"> (<span class="bday dtstart published updated">2010-11-15</span>)</span> (official launch)<sup id="cite_ref-economist_2-0" class="reference"><a href="#cite_note-economist-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label">Founders</th><td class="infobox-data agent"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1126788409"><div class="plainlist"> <ul><li><a href="/wiki/Demis_Hassabis" title="Demis Hassabis">Demis Hassabis</a></li> <li><a href="/wiki/Shane_Legg" title="Shane Legg">Shane Legg</a></li> <li><a href="/wiki/Mustafa_Suleyman" title="Mustafa Suleyman">Mustafa Suleyman</a></li></ul> </div></td></tr><tr><th scope="row" class="infobox-label">Headquarters</th><td class="infobox-data label"><a href="/wiki/London" title="London">London</a>, England<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;">Key people</div></th><td class="infobox-data agent"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1126788409"><div class="plainlist"><ul><li><a href="/wiki/Demis_Hassabis" title="Demis Hassabis">Demis Hassabis</a> (<a href="/wiki/Chief_executive_officer" title="Chief executive officer">CEO</a>)</li><li><a href="/wiki/Lila_Ibrahim" title="Lila Ibrahim">Lila Ibrahim</a> (<a href="/wiki/Chief_operating_officer" title="Chief operating officer">COO</a>)</li></ul></div></td></tr><tr><th scope="row" class="infobox-label">Products</th><td class="infobox-data"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1126788409"><div class="plainlist"><ul><li><a href="/wiki/AlphaGo" title="AlphaGo">AlphaGo</a></li><li><a href="/wiki/AlphaStar_(software)" title="AlphaStar (software)">AlphaStar</a></li><li><a href="/wiki/AlphaFold" title="AlphaFold">AlphaFold</a></li><li><a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a></li></ul></div></td></tr><tr><th scope="row" class="infobox-label">Revenue</th><td class="infobox-data"><span typeof="mw:File"><span title="Increase"><img alt="Increase" src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png" decoding="async" width="11" height="11" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/17px-Increase2.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/22px-Increase2.svg.png 2x" data-file-width="300" data-file-height="300" /></span></span> £1.53 billion (2023)<sup id="cite_ref-AR23_4-0" class="reference"><a href="#cite_note-AR23-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;"><a href="/wiki/Earnings_before_interest_and_taxes" title="Earnings before interest and taxes">Operating income</a></div></th><td class="infobox-data"><span typeof="mw:File"><span title="Increase"><img alt="Increase" src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png" decoding="async" width="11" height="11" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/17px-Increase2.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/22px-Increase2.svg.png 2x" data-file-width="300" data-file-height="300" /></span></span> £136 million (2023)<sup id="cite_ref-AR23_4-1" class="reference"><a href="#cite_note-AR23-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;"><a href="/wiki/Net_income" title="Net income">Net income</a></div></th><td class="infobox-data"><span typeof="mw:File"><span title="Increase"><img alt="Increase" src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png" decoding="async" width="11" height="11" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/17px-Increase2.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/22px-Increase2.svg.png 2x" data-file-width="300" data-file-height="300" /></span></span> £113 million (2023)<sup id="cite_ref-AR23_4-2" class="reference"><a href="#cite_note-AR23-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label">Owner</th><td class="infobox-data"><a href="/wiki/Alphabet_Inc." title="Alphabet Inc.">Alphabet Inc.</a><sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;">Number of employees</div></th><td class="infobox-data"><abbr title="circa">c.</abbr><span style="white-space:nowrap;"> 2,600</span> (2024)<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label"><a href="/wiki/Parent_company" class="mw-redirect" title="Parent company">Parent</a></th><td class="infobox-data">Deepmind Holdings Limited<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label">Website</th><td class="infobox-data"><span class="url"><a rel="nofollow" class="external text" href="https://deepmind.google/">deepmind<wbr />.google</a></span></td></tr></tbody></table> <style data-mw-deduplicate="TemplateStyles:r1129693374">.mw-parser-output .hlist dl,.mw-parser-output .hlist ol,.mw-parser-output .hlist ul{margin:0;padding:0}.mw-parser-output .hlist dd,.mw-parser-output .hlist dt,.mw-parser-output .hlist li{margin:0;display:inline}.mw-parser-output .hlist.inline,.mw-parser-output .hlist.inline dl,.mw-parser-output .hlist.inline ol,.mw-parser-output .hlist.inline ul,.mw-parser-output .hlist dl dl,.mw-parser-output .hlist dl ol,.mw-parser-output .hlist dl ul,.mw-parser-output .hlist ol dl,.mw-parser-output .hlist ol ol,.mw-parser-output .hlist ol ul,.mw-parser-output .hlist ul dl,.mw-parser-output .hlist ul ol,.mw-parser-output .hlist ul ul{display:inline}.mw-parser-output .hlist .mw-empty-li{display:none}.mw-parser-output .hlist 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.sidebar{width:100%!important;clear:both;float:none!important;margin-left:0!important;margin-right:0!important}}body.skin--responsive .mw-parser-output .sidebar a>img{max-width:none!important}@media screen{html.skin-theme-clientpref-night .mw-parser-output .sidebar:not(.notheme) .sidebar-list-title,html.skin-theme-clientpref-night .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle{background:transparent!important}html.skin-theme-clientpref-night .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle a{color:var(--color-progressive)!important}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .sidebar:not(.notheme) .sidebar-list-title,html.skin-theme-clientpref-os .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle{background:transparent!important}html.skin-theme-clientpref-os .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle a{color:var(--color-progressive)!important}}@media print{body.ns-0 .mw-parser-output .sidebar{display:none!important}}</style><table class="sidebar sidebar-collapse nomobile nowraplinks hlist"><tbody><tr><td class="sidebar-pretitle">Part of a series on</td></tr><tr><th class="sidebar-title-with-pretitle"><a href="/wiki/Artificial_intelligence" title="Artificial intelligence">Artificial intelligence (AI)</a></th></tr><tr><td class="sidebar-image"><figure class="mw-halign-center" typeof="mw:File"><a href="/wiki/File:Dall-e_3_(jan_%2724)_artificial_intelligence_icon.png" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/6/64/Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png/100px-Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png" decoding="async" width="100" height="100" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/6/64/Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png/150px-Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/64/Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png/200px-Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png 2x" data-file-width="820" data-file-height="820" /></a><figcaption></figcaption></figure></td></tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="text-align:center;color: var(--color-base)"><a href="/wiki/Artificial_intelligence#Goals" title="Artificial intelligence">Major goals</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Artificial_general_intelligence" title="Artificial general intelligence">Artificial general intelligence</a></li> <li><a href="/wiki/Intelligent_agent" title="Intelligent agent">Intelligent agent</a></li> <li><a href="/wiki/Recursive_self-improvement" title="Recursive self-improvement">Recursive self-improvement</a></li> <li><a href="/wiki/Automated_planning_and_scheduling" title="Automated planning and scheduling">Planning</a></li> <li><a href="/wiki/Computer_vision" title="Computer vision">Computer vision</a></li> <li><a href="/wiki/General_game_playing" title="General game playing">General game playing</a></li> <li><a href="/wiki/Knowledge_representation_and_reasoning" title="Knowledge representation and reasoning">Knowledge reasoning</a></li> <li><a href="/wiki/Natural_language_processing" title="Natural language processing">Natural language processing</a></li> <li><a href="/wiki/Robotics" title="Robotics">Robotics</a></li> <li><a href="/wiki/AI_safety" title="AI safety">AI safety</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="text-align:center;color: var(--color-base)">Approaches</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Machine_learning" title="Machine learning">Machine learning</a></li> <li><a href="/wiki/Symbolic_artificial_intelligence" title="Symbolic artificial intelligence">Symbolic</a></li> <li><a href="/wiki/Deep_learning" title="Deep learning">Deep learning</a></li> <li><a href="/wiki/Bayesian_network" title="Bayesian network">Bayesian networks</a></li> <li><a href="/wiki/Evolutionary_algorithm" title="Evolutionary algorithm">Evolutionary algorithms</a></li> <li><a href="/wiki/Hybrid_intelligent_system" title="Hybrid intelligent system">Hybrid intelligent systems</a></li> <li><a href="/wiki/Artificial_intelligence_systems_integration" title="Artificial intelligence systems integration">Systems integration</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="text-align:center;color: var(--color-base)"><a href="/wiki/Applications_of_artificial_intelligence" title="Applications of artificial intelligence">Applications</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Machine_learning_in_bioinformatics" title="Machine learning in bioinformatics">Bioinformatics</a></li> <li><a href="/wiki/Deepfake" title="Deepfake">Deepfake</a></li> <li><a href="/wiki/Machine_learning_in_earth_sciences" title="Machine learning in earth sciences">Earth sciences</a></li> <li><a href="/wiki/Applications_of_artificial_intelligence#Finance" title="Applications of artificial intelligence"> Finance </a></li> <li><a href="/wiki/Generative_artificial_intelligence" title="Generative artificial intelligence">Generative AI</a> <ul><li><a href="/wiki/Artificial_intelligence_art" title="Artificial intelligence art">Art</a></li> <li><a href="/wiki/Generative_audio" title="Generative audio">Audio</a></li> <li><a href="/wiki/Music_and_artificial_intelligence" title="Music and artificial intelligence">Music</a></li></ul></li> <li><a href="/wiki/Artificial_intelligence_in_government" title="Artificial intelligence in government">Government</a></li> <li><a href="/wiki/Artificial_intelligence_in_healthcare" title="Artificial intelligence in healthcare">Healthcare</a> <ul><li><a href="/wiki/Artificial_intelligence_in_mental_health" title="Artificial intelligence in mental health">Mental health</a></li></ul></li> <li><a href="/wiki/Artificial_intelligence_in_industry" title="Artificial intelligence in industry">Industry</a></li> <li><a href="/wiki/Machine_translation" title="Machine translation">Translation</a></li> <li><a href="/wiki/Artificial_intelligence_arms_race" title="Artificial intelligence arms race"> Military </a></li> <li><a href="/wiki/Machine_learning_in_physics" title="Machine learning in physics">Physics</a></li> <li><a href="/wiki/List_of_artificial_intelligence_projects" title="List of artificial intelligence projects">Projects</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="text-align:center;color: var(--color-base)"><a href="/wiki/Philosophy_of_artificial_intelligence" title="Philosophy of artificial intelligence">Philosophy</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Artificial_consciousness" title="Artificial consciousness">Artificial consciousness</a></li> <li><a href="/wiki/Chinese_room" title="Chinese room">Chinese room</a></li> <li><a href="/wiki/Friendly_artificial_intelligence" title="Friendly artificial intelligence">Friendly AI</a></li> <li><a href="/wiki/AI_control_problem" class="mw-redirect" title="AI control problem">Control problem</a>/<a href="/wiki/AI_takeover" title="AI takeover">Takeover</a></li> <li><a href="/wiki/Ethics_of_artificial_intelligence" title="Ethics of artificial intelligence">Ethics</a></li> <li><a href="/wiki/Existential_risk_from_artificial_general_intelligence" class="mw-redirect" title="Existential risk from artificial general intelligence">Existential risk</a></li> <li><a href="/wiki/Turing_test" title="Turing test">Turing test</a></li> <li><a href="/wiki/Uncanny_valley" title="Uncanny valley">Uncanny valley</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="text-align:center;color: var(--color-base)"><a href="/wiki/History_of_artificial_intelligence" title="History of artificial intelligence">History</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Timeline_of_artificial_intelligence" title="Timeline of artificial intelligence">Timeline</a></li> <li><a href="/wiki/Progress_in_artificial_intelligence" title="Progress in artificial intelligence">Progress</a></li> <li><a href="/wiki/AI_winter" title="AI winter">AI winter</a></li> <li><a href="/wiki/AI_boom" title="AI boom">AI boom</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="text-align:center;color: var(--color-base)">Glossary</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Glossary_of_artificial_intelligence" title="Glossary of artificial intelligence">Glossary</a></li></ul></div></div></td> </tr><tr><td class="sidebar-navbar"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><style data-mw-deduplicate="TemplateStyles:r1239400231">.mw-parser-output .navbar{display:inline;font-size:88%;font-weight:normal}.mw-parser-output .navbar-collapse{float:left;text-align:left}.mw-parser-output .navbar-boxtext{word-spacing:0}.mw-parser-output .navbar ul{display:inline-block;white-space:nowrap;line-height:inherit}.mw-parser-output .navbar-brackets::before{margin-right:-0.125em;content:"[ "}.mw-parser-output .navbar-brackets::after{margin-left:-0.125em;content:" ]"}.mw-parser-output .navbar li{word-spacing:-0.125em}.mw-parser-output .navbar a>span,.mw-parser-output .navbar a>abbr{text-decoration:inherit}.mw-parser-output .navbar-mini abbr{font-variant:small-caps;border-bottom:none;text-decoration:none;cursor:inherit}.mw-parser-output .navbar-ct-full{font-size:114%;margin:0 7em}.mw-parser-output .navbar-ct-mini{font-size:114%;margin:0 4em}html.skin-theme-clientpref-night .mw-parser-output .navbar li a abbr{color:var(--color-base)!important}@media(prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .navbar li a abbr{color:var(--color-base)!important}}@media print{.mw-parser-output .navbar{display:none!important}}</style><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Artificial_intelligence" title="Template:Artificial intelligence"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Artificial_intelligence" title="Template talk:Artificial intelligence"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Artificial_intelligence" title="Special:EditPage/Template:Artificial intelligence"><abbr title="Edit this template">e</abbr></a></li></ul></div></td></tr></tbody></table> <p><b>DeepMind Technologies Limited</b>,<sup id="cite_ref-CompaniesHouse_1-1" class="reference"><a href="#cite_note-CompaniesHouse-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> <a href="/wiki/Trading_as" class="mw-redirect" title="Trading as">trading as</a> <b>Google DeepMind</b> or simply <b>DeepMind</b>, is a British-American <a href="/wiki/Artificial_intelligence" title="Artificial intelligence">artificial intelligence</a> research laboratory which serves as a <a href="/wiki/Subsidiary" title="Subsidiary">subsidiary</a> of <a href="/wiki/Alphabet_Inc." title="Alphabet Inc.">Alphabet Inc.</a> Founded in the UK in 2010, it was <a href="/wiki/List_of_mergers_and_acquisitions_by_Alphabet" title="List of mergers and acquisitions by Alphabet">acquired</a> by Google in 2014<sup id="cite_ref-:4_8-0" class="reference"><a href="#cite_note-:4-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> and merged with <a href="/wiki/Google_AI" title="Google AI">Google AI</a>'s <a href="/wiki/Google_Brain" title="Google Brain">Google Brain</a> division to become Google DeepMind in April 2023. The company is headquartered in <a href="/wiki/London" title="London">London</a>, with research centres in the United States, Canada,<sup id="cite_ref-:5_9-0" class="reference"><a href="#cite_note-:5-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> France,<sup id="cite_ref-10" class="reference"><a href="#cite_note-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> and Germany. </p><p>DeepMind introduced <a href="/wiki/Neural_Turing_machine" title="Neural Turing machine">neural Turing machines</a> (neural networks that can access external memory like a conventional <a href="/wiki/Turing_machine" title="Turing machine">Turing machine</a>),<sup id="cite_ref-arxiv_11-0" class="reference"><a href="#cite_note-arxiv-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> resulting in a computer that loosely resembles <a href="/wiki/Short-term_memory" title="Short-term memory">short-term memory</a> in the human brain.<sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-DNCnature2016_13-0" class="reference"><a href="#cite_note-DNCnature2016-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup> </p><p>DeepMind has created <a href="/wiki/Neural_network" title="Neural network">neural network</a> models to play <a href="/wiki/Video_games" class="mw-redirect" title="Video games">video games</a> and <a href="/wiki/Board_games" class="mw-redirect" title="Board games">board games</a>. It made headlines in 2016 after its <a href="/wiki/AlphaGo" title="AlphaGo">AlphaGo</a> program beat a human professional <a href="/wiki/Go_(game)" title="Go (game)">Go</a> player <a href="/wiki/Lee_Sedol" title="Lee Sedol">Lee Sedol</a>, a world champion, in <a href="/wiki/AlphaGo_versus_Lee_Sedol" title="AlphaGo versus Lee Sedol">a five-game match</a>, which was the subject of a documentary film.<sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup> A more general program, <a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a>, beat the most powerful programs playing <a href="/wiki/Go_(game)" title="Go (game)">go</a>, <a href="/wiki/Chess" title="Chess">chess</a> and <a href="/wiki/Shogi" title="Shogi">shogi</a> (Japanese chess) after a few days of play against itself using reinforcement learning.<sup id="cite_ref-15" class="reference"><a href="#cite_note-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> </p><p>In 2020, DeepMind made significant advances in the problem of <a href="/wiki/Protein_structure_prediction" title="Protein structure prediction">protein folding</a> with <a href="/wiki/AlphaFold" title="AlphaFold">AlphaFold</a>.<sup id="cite_ref-16" class="reference"><a href="#cite_note-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup> In July 2022, it was announced that over 200 million predicted protein structures, representing virtually all known proteins, would be released on the AlphaFold database.<sup id="cite_ref-geddes_17-0" class="reference"><a href="#cite_note-geddes-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-alphafold_DB_18-0" class="reference"><a href="#cite_note-alphafold_DB-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> AlphaFold's database of predictions achieved <a href="/wiki/State_of_the_art" title="State of the art">state of the art</a> records on <a href="/wiki/Benchmark_(computing)" title="Benchmark (computing)">benchmark tests</a> for protein folding algorithms, although each individual prediction still requires confirmation by experimental tests. AlphaFold3 was released in May 2024, making structural predictions for the interaction of proteins with various molecules. It achieved new standards on various benchmarks, raising the state of the art accuracies from 28 and 52 percent to 65 and 76 percent. </p> <style data-mw-deduplicate="TemplateStyles:r886046785">.mw-parser-output .toclimit-2 .toclevel-1 ul,.mw-parser-output .toclimit-3 .toclevel-2 ul,.mw-parser-output .toclimit-4 .toclevel-3 ul,.mw-parser-output .toclimit-5 .toclevel-4 ul,.mw-parser-output .toclimit-6 .toclevel-5 ul,.mw-parser-output .toclimit-7 .toclevel-6 ul{display:none}</style><div class="toclimit-3"><meta property="mw:PageProp/toc" /></div> <div class="mw-heading mw-heading2"><h2 id="History">History</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=1" title="Edit section: History"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The <a href="/wiki/Startup_company" title="Startup company">start-up</a> was founded by <a href="/wiki/Demis_Hassabis" title="Demis Hassabis">Demis Hassabis</a>, <a href="/wiki/Shane_Legg" title="Shane Legg">Shane Legg</a> and <a href="/wiki/Mustafa_Suleyman" title="Mustafa Suleyman">Mustafa Suleyman</a> in November 2010.<sup id="cite_ref-economist_2-1" class="reference"><a href="#cite_note-economist-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> Hassabis and Legg first met at the Gatsby Computational Neuroscience Unit at <a href="/wiki/University_College_London" title="University College London">University College London</a> (UCL).<sup id="cite_ref-19" class="reference"><a href="#cite_note-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup> </p><p>Demis Hassabis has said that the start-up began working on artificial intelligence technology by teaching it how to play old games from the seventies and eighties, which are relatively primitive compared to the ones that are available today. Some of those games included <i><a href="/wiki/Breakout_(video_game)" title="Breakout (video game)">Breakout</a></i>, <i><a href="/wiki/Pong" title="Pong">Pong</a></i>, and <i><a href="/wiki/Space_Invaders" title="Space Invaders">Space Invaders</a></i>. AI was introduced to one game at a time, without any prior knowledge of its rules. After spending some time on learning the game, AI would eventually become an expert in it. "The cognitive processes which the AI goes through are said to be very like those of a human who had never seen the game would use to understand and attempt to master it."<sup id="cite_ref-20" class="reference"><a href="#cite_note-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> The goal of the founders is to create a general-purpose AI that can be useful and effective for almost anything. </p><p>Major venture capital firms <a href="/wiki/Horizons_Ventures" class="mw-redirect" title="Horizons Ventures">Horizons Ventures</a> and <a href="/wiki/Founders_Fund" title="Founders Fund">Founders Fund</a> invested in the company,<sup id="cite_ref-21" class="reference"><a href="#cite_note-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup> as well as entrepreneurs <a href="/wiki/Scott_Banister" title="Scott Banister">Scott Banister</a>,<sup id="cite_ref-22" class="reference"><a href="#cite_note-22"><span class="cite-bracket">[</span>22<span class="cite-bracket">]</span></a></sup> <a href="/wiki/Peter_Thiel" title="Peter Thiel">Peter Thiel</a>,<sup id="cite_ref-23" class="reference"><a href="#cite_note-23"><span class="cite-bracket">[</span>23<span class="cite-bracket">]</span></a></sup> and <a href="/wiki/Elon_Musk" title="Elon Musk">Elon Musk</a>.<sup id="cite_ref-24" class="reference"><a href="#cite_note-24"><span class="cite-bracket">[</span>24<span class="cite-bracket">]</span></a></sup> <a href="/wiki/Jaan_Tallinn" title="Jaan Tallinn">Jaan Tallinn</a> was an early investor and an adviser to the company.<sup id="cite_ref-25" class="reference"><a href="#cite_note-25"><span class="cite-bracket">[</span>25<span class="cite-bracket">]</span></a></sup> On 26 January 2014, Google confirmed its acquisition of DeepMind for a price reportedly ranging between $400 million and $650 million.<sup id="cite_ref-26" class="reference"><a href="#cite_note-26"><span class="cite-bracket">[</span>26<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-27" class="reference"><a href="#cite_note-27"><span class="cite-bracket">[</span>27<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-28" class="reference"><a href="#cite_note-28"><span class="cite-bracket">[</span>28<span class="cite-bracket">]</span></a></sup> and that it had agreed to take over DeepMind Technologies. The sale to Google took place after <a href="/wiki/Facebook" title="Facebook">Facebook</a> reportedly ended negotiations with DeepMind Technologies in 2013.<sup id="cite_ref-29" class="reference"><a href="#cite_note-29"><span class="cite-bracket">[</span>29<span class="cite-bracket">]</span></a></sup> The company was afterwards renamed Google DeepMind and kept that name for about two years.<sup id="cite_ref-nature2015_30-0" class="reference"><a href="#cite_note-nature2015-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup> </p><p>In 2014, DeepMind received the "Company of the Year" award from <a href="/wiki/Cambridge_Computer_Laboratory" class="mw-redirect" title="Cambridge Computer Laboratory">Cambridge Computer Laboratory</a>.<sup id="cite_ref-31" class="reference"><a href="#cite_note-31"><span class="cite-bracket">[</span>31<span class="cite-bracket">]</span></a></sup> </p> <style data-mw-deduplicate="TemplateStyles:r1273380762/mw-parser-output/.tmulti">.mw-parser-output .tmulti .multiimageinner{display:flex;flex-direction:column}.mw-parser-output .tmulti .trow{display:flex;flex-direction:row;clear:left;flex-wrap:wrap;width:100%;box-sizing:border-box}.mw-parser-output .tmulti .tsingle{margin:1px;float:left}.mw-parser-output .tmulti .theader{clear:both;font-weight:bold;text-align:center;align-self:center;background-color:transparent;width:100%}.mw-parser-output .tmulti .thumbcaption{background-color:transparent}.mw-parser-output .tmulti .text-align-left{text-align:left}.mw-parser-output .tmulti .text-align-right{text-align:right}.mw-parser-output .tmulti .text-align-center{text-align:center}@media all and (max-width:720px){.mw-parser-output .tmulti .thumbinner{width:100%!important;box-sizing:border-box;max-width:none!important;align-items:center}.mw-parser-output .tmulti .trow{justify-content:center}.mw-parser-output .tmulti .tsingle{float:none!important;max-width:100%!important;box-sizing:border-box;text-align:center}.mw-parser-output .tmulti .tsingle .thumbcaption{text-align:left}.mw-parser-output .tmulti .trow>.thumbcaption{text-align:center}}@media screen{html.skin-theme-clientpref-night .mw-parser-output .tmulti .multiimageinner span:not(.skin-invert-image):not(.skin-invert):not(.bg-transparent) img{background-color:white}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .tmulti .multiimageinner span:not(.skin-invert-image):not(.skin-invert):not(.bg-transparent) img{background-color:white}}</style><div class="thumb tmulti tright"><div class="thumbinner multiimageinner" style="width:264px;max-width:264px"><div class="trow"><div class="tsingle" style="width:262px;max-width:262px"><div class="thumbimage"><span typeof="mw:File"><a href="/wiki/File:Google_DeepMind_logo.svg" class="mw-file-description"><img alt="" src="//upload.wikimedia.org/wikipedia/commons/thumb/d/dc/Google_DeepMind_logo.svg/260px-Google_DeepMind_logo.svg.png" decoding="async" width="260" height="43" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/d/dc/Google_DeepMind_logo.svg/390px-Google_DeepMind_logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/dc/Google_DeepMind_logo.svg/520px-Google_DeepMind_logo.svg.png 2x" data-file-width="512" data-file-height="84" /></a></span></div><div class="thumbcaption">Logo from 2015–2016</div></div></div><div class="trow"><div class="tsingle" style="width:262px;max-width:262px"><div class="thumbimage"><span typeof="mw:File"><a href="/wiki/File:DeepMind_logo.png" class="mw-file-description"><img alt="" src="//upload.wikimedia.org/wikipedia/commons/thumb/1/12/DeepMind_logo.png/260px-DeepMind_logo.png" decoding="async" width="260" height="62" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/1/12/DeepMind_logo.png/390px-DeepMind_logo.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/12/DeepMind_logo.png/520px-DeepMind_logo.png 2x" data-file-width="756" data-file-height="181" /></a></span></div><div class="thumbcaption">Logo from 2016–2019</div></div></div></div></div> <p>In September 2015, DeepMind and the <a href="/wiki/Royal_Free_London_NHS_Foundation_Trust" title="Royal Free London NHS Foundation Trust">Royal Free NHS Trust</a> signed their initial information sharing agreement to co-develop a clinical task management app, Streams.<sup id="cite_ref-32" class="reference"><a href="#cite_note-32"><span class="cite-bracket">[</span>32<span class="cite-bracket">]</span></a></sup> </p><p>After Google's acquisition the company established an <a href="/wiki/Ethics_of_artificial_intelligence" title="Ethics of artificial intelligence">artificial intelligence ethics</a> board.<sup id="cite_ref-33" class="reference"><a href="#cite_note-33"><span class="cite-bracket">[</span>33<span class="cite-bracket">]</span></a></sup> The ethics board for AI research remains a mystery, with both Google and DeepMind declining to reveal who sits on the board.<sup id="cite_ref-theguardian.com_2016-05-04_34-0" class="reference"><a href="#cite_note-theguardian.com_2016-05-04-34"><span class="cite-bracket">[</span>34<span class="cite-bracket">]</span></a></sup> DeepMind has opened a new unit called DeepMind Ethics and Society and focused on the ethical and societal questions raised by artificial intelligence featuring prominent philosopher <a href="/wiki/Nick_Bostrom" title="Nick Bostrom">Nick Bostrom</a> as advisor.<sup id="cite_ref-35" class="reference"><a href="#cite_note-35"><span class="cite-bracket">[</span>35<span class="cite-bracket">]</span></a></sup> In October 2017, DeepMind launched a new research team to investigate AI ethics.<sup id="cite_ref-36" class="reference"><a href="#cite_note-36"><span class="cite-bracket">[</span>36<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-37" class="reference"><a href="#cite_note-37"><span class="cite-bracket">[</span>37<span class="cite-bracket">]</span></a></sup> </p><p>In December 2019, co-founder Suleyman announced he would be leaving DeepMind to join Google, working in a policy role.<sup id="cite_ref-SuleymanDeparture_38-0" class="reference"><a href="#cite_note-SuleymanDeparture-38"><span class="cite-bracket">[</span>38<span class="cite-bracket">]</span></a></sup> In March 2024, <a href="/wiki/Microsoft" title="Microsoft">Microsoft</a> appointed him as the EVP and CEO of its newly created consumer AI unit, Microsoft AI.<sup id="cite_ref-39" class="reference"><a href="#cite_note-39"><span class="cite-bracket">[</span>39<span class="cite-bracket">]</span></a></sup> </p><p>In April 2023, DeepMind merged with <a href="/wiki/Google_AI" title="Google AI">Google AI</a>'s <a href="/wiki/Google_Brain" title="Google Brain">Google Brain</a> division to form Google DeepMind, as part of the company's continued efforts to accelerate work on AI in response to <a href="/wiki/OpenAI" title="OpenAI">OpenAI</a>'s <a href="/wiki/ChatGPT" title="ChatGPT">ChatGPT</a>.<sup id="cite_ref-40" class="reference"><a href="#cite_note-40"><span class="cite-bracket">[</span>40<span class="cite-bracket">]</span></a></sup> This marked the end of a years-long struggle from DeepMind executives to secure greater autonomy from Google.<sup id="cite_ref-41" class="reference"><a href="#cite_note-41"><span class="cite-bracket">[</span>41<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Products_and_technologies">Products and technologies</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=2" title="Edit section: Products and technologies"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Google Research released a paper in 2016 regarding <a href="/wiki/AI_safety" title="AI safety">AI safety</a> and avoiding undesirable behaviour during the AI learning process.<sup id="cite_ref-42" class="reference"><a href="#cite_note-42"><span class="cite-bracket">[</span>42<span class="cite-bracket">]</span></a></sup> In 2017 DeepMind released GridWorld, an open-source testbed for evaluating whether an algorithm learns to disable its <a href="/wiki/Kill_switch" title="Kill switch">kill switch</a> or otherwise exhibits certain undesirable behaviours.<sup id="cite_ref-43" class="reference"><a href="#cite_note-43"><span class="cite-bracket">[</span>43<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-44" class="reference"><a href="#cite_note-44"><span class="cite-bracket">[</span>44<span class="cite-bracket">]</span></a></sup> </p><p>In July 2018, researchers from DeepMind trained one of its systems to play the computer game <i><a href="/wiki/Quake_III_Arena" title="Quake III Arena">Quake III Arena</a></i>.<sup id="cite_ref-45" class="reference"><a href="#cite_note-45"><span class="cite-bracket">[</span>45<span class="cite-bracket">]</span></a></sup> </p><p>As of 2020, DeepMind has published over a thousand papers, including thirteen papers that were accepted by <i><a href="/wiki/Nature_(journal)" title="Nature (journal)">Nature</a></i> or <i><a href="/wiki/Science_(journal)" title="Science (journal)">Science</a></i>.<sup class="noprint Inline-Template Template-Fact" style="white-space:nowrap;">[<i><a href="/wiki/Wikipedia:Citation_needed" title="Wikipedia:Citation needed"><span title="Please cite a secondary source for this to avoid back-door promotion. (September 2020)">citation needed</span></a></i>]</sup> DeepMind received media attention during the AlphaGo period; according to a <a href="/wiki/LexisNexis" title="LexisNexis">LexisNexis</a> search, 1842 published news stories mentioned DeepMind in 2016, declining to 1363 in 2019.<sup id="cite_ref-46" class="reference"><a href="#cite_note-46"><span class="cite-bracket">[</span>46<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Games">Games</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=3" title="Edit section: Games"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Unlike earlier AIs, such as <a href="/wiki/IBM" title="IBM">IBM</a>'s <a href="/wiki/Deep_Blue_(chess_computer)" title="Deep Blue (chess computer)">Deep Blue</a> or <a href="/wiki/Watson_(computer)" class="mw-redirect" title="Watson (computer)">Watson</a>, which were developed for a pre-defined purpose and only function within that scope, DeepMind's initial algorithms were intended to be general. They used <a href="/wiki/Reinforcement_learning" title="Reinforcement learning">reinforcement learning</a>, an algorithm that learns from experience using only raw pixels as data input. Their initial approach used <a href="/wiki/Q-learning#Deep_Q-learning" title="Q-learning">deep Q-learning</a> with a <a href="/wiki/Convolutional_neural_network" title="Convolutional neural network">convolutional neural network</a>.<sup id="cite_ref-nature2015_30-1" class="reference"><a href="#cite_note-nature2015-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-Atari_Paper_47-0" class="reference"><a href="#cite_note-Atari_Paper-47"><span class="cite-bracket">[</span>47<span class="cite-bracket">]</span></a></sup> They tested the system on video games, notably early <a href="/wiki/Arcade_games" class="mw-redirect" title="Arcade games">arcade games</a>, such as <i><a href="/wiki/Space_Invaders" title="Space Invaders">Space Invaders</a></i> or <i><a href="/wiki/Breakout_(video_game)" title="Breakout (video game)">Breakout</a></i>.<sup id="cite_ref-Atari_Paper_47-1" class="reference"><a href="#cite_note-Atari_Paper-47"><span class="cite-bracket">[</span>47<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-hassabis_talk_48-0" class="reference"><a href="#cite_note-hassabis_talk-48"><span class="cite-bracket">[</span>48<span class="cite-bracket">]</span></a></sup> Without altering the code, the same AI was able to play certain games more efficiently than any human ever could.<sup id="cite_ref-hassabis_talk_48-1" class="reference"><a href="#cite_note-hassabis_talk-48"><span class="cite-bracket">[</span>48<span class="cite-bracket">]</span></a></sup> </p><p>In 2013, DeepMind published research on an AI system that surpassed human abilities in games such as <a href="/wiki/Pong" title="Pong">Pong</a>, <a href="/wiki/Breakout_(video_game)" title="Breakout (video game)">Breakout</a> and <a href="/wiki/Enduro_(video_game)" title="Enduro (video game)">Enduro</a>, while surpassing state of the art performance on <a href="/wiki/Seaquest_(video_game)" title="Seaquest (video game)">Seaquest</a>, <a href="/wiki/Beamrider" title="Beamrider">Beamrider</a>, and <a href="/wiki/Q*bert" title="Q*bert">Q*bert</a>.<sup id="cite_ref-49" class="reference"><a href="#cite_note-49"><span class="cite-bracket">[</span>49<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-50" class="reference"><a href="#cite_note-50"><span class="cite-bracket">[</span>50<span class="cite-bracket">]</span></a></sup> This work reportedly led to the company's acquisition by Google.<sup id="cite_ref-arxiv_medium_51-0" class="reference"><a href="#cite_note-arxiv_medium-51"><span class="cite-bracket">[</span>51<span class="cite-bracket">]</span></a></sup> DeepMind's AI had been applied to video games made in the 1970s and <a href="/wiki/History_of_video_games#1980s" title="History of video games">1980s</a>; work was ongoing for more complex 3D games such as <i><a href="/wiki/Quake_(video_game)" title="Quake (video game)">Quake</a></i>, which first appeared in the 1990s.<sup id="cite_ref-hassabis_talk_48-2" class="reference"><a href="#cite_note-hassabis_talk-48"><span class="cite-bracket">[</span>48<span class="cite-bracket">]</span></a></sup> </p><p>In 2020, DeepMind published Agent57,<sup id="cite_ref-52" class="reference"><a href="#cite_note-52"><span class="cite-bracket">[</span>52<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-53" class="reference"><a href="#cite_note-53"><span class="cite-bracket">[</span>53<span class="cite-bracket">]</span></a></sup> an AI Agent which surpasses human level performance on all 57 games of the Atari 2600 suite.<sup id="cite_ref-54" class="reference"><a href="#cite_note-54"><span class="cite-bracket">[</span>54<span class="cite-bracket">]</span></a></sup> In July 2022, DeepMind announced the development of DeepNash, a model-free <a href="/wiki/Multi-agent_reinforcement_learning" title="Multi-agent reinforcement learning">multi-agent reinforcement learning</a> system capable of playing the board game <a href="/wiki/Stratego" title="Stratego">Stratego</a> at the level of a human expert.<sup id="cite_ref-55" class="reference"><a href="#cite_note-55"><span class="cite-bracket">[</span>55<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="AlphaGo_and_successors">AlphaGo and successors</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=4" title="Edit section: AlphaGo and successors"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1236090951">.mw-parser-output .hatnote{font-style:italic}.mw-parser-output div.hatnote{padding-left:1.6em;margin-bottom:0.5em}.mw-parser-output .hatnote i{font-style:normal}.mw-parser-output .hatnote+link+.hatnote{margin-top:-0.5em}@media print{body.ns-0 .mw-parser-output .hatnote{display:none!important}}</style><div role="note" class="hatnote navigation-not-searchable">Main articles: <a href="/wiki/AlphaGo" title="AlphaGo">AlphaGo</a>, <a href="/wiki/AlphaGo_Zero" title="AlphaGo Zero">AlphaGo Zero</a>, <a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a>, and <a href="/wiki/MuZero" title="MuZero">MuZero</a></div> <p>In October 2015, a <a href="/wiki/Computer_Go" title="Computer Go">computer Go</a> program called AlphaGo, developed by DeepMind, beat the European Go champion <a href="/wiki/Fan_Hui" title="Fan Hui">Fan Hui</a>, a <a href="/wiki/Go_ranks_and_ratings" title="Go ranks and ratings">2 dan</a> (out of 9 dan possible) professional, five to zero.<sup id="cite_ref-bbcgo_56-0" class="reference"><a href="#cite_note-bbcgo-56"><span class="cite-bracket">[</span>56<span class="cite-bracket">]</span></a></sup> This was the first time an artificial intelligence (AI) defeated a professional Go player.<sup id="cite_ref-lemondego_57-0" class="reference"><a href="#cite_note-lemondego-57"><span class="cite-bracket">[</span>57<span class="cite-bracket">]</span></a></sup> Previously, computers were only known to have played Go at "amateur" level.<sup id="cite_ref-bbcgo_56-1" class="reference"><a href="#cite_note-bbcgo-56"><span class="cite-bracket">[</span>56<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-googlego_58-0" class="reference"><a href="#cite_note-googlego-58"><span class="cite-bracket">[</span>58<span class="cite-bracket">]</span></a></sup> Go is considered much more difficult for computers to win compared to other games like <a href="/wiki/Chess" title="Chess">chess</a>, due to the much larger number of possibilities, making it prohibitively difficult for traditional AI methods such as <a href="/wiki/Brute-force_search" title="Brute-force search">brute-force</a>.<sup id="cite_ref-bbcgo_56-2" class="reference"><a href="#cite_note-bbcgo-56"><span class="cite-bracket">[</span>56<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-googlego_58-1" class="reference"><a href="#cite_note-googlego-58"><span class="cite-bracket">[</span>58<span class="cite-bracket">]</span></a></sup> </p><p>In March 2016 it beat <a href="/wiki/Lee_Sedol" title="Lee Sedol">Lee Sedol</a>, one of the highest ranked players in the world, with a score of 4 to 1 in a <a href="/wiki/AlphaGo_versus_Lee_Sedol" title="AlphaGo versus Lee Sedol">five-game match</a>. In the 2017 <a href="/wiki/Future_of_Go_Summit" title="Future of Go Summit">Future of Go Summit</a>, AlphaGo won a <a href="/wiki/AlphaGo_versus_Ke_Jie" title="AlphaGo versus Ke Jie">three-game match with Ke Jie</a>, who had been the world's highest-ranked player for two years.<sup id="cite_ref-59" class="reference"><a href="#cite_note-59"><span class="cite-bracket">[</span>59<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-60" class="reference"><a href="#cite_note-60"><span class="cite-bracket">[</span>60<span class="cite-bracket">]</span></a></sup> In 2017, an improved version, <a href="/wiki/AlphaGo_Zero" title="AlphaGo Zero">AlphaGo Zero</a>, defeated AlphaGo in a hundred out of a hundred games. Later that year, <a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a>, a modified version of AlphaGo Zero, gained superhuman abilities at chess and shogi. In 2019, DeepMind released a new model named <a href="/wiki/MuZero" title="MuZero">MuZero</a> that mastered the domains of <a href="/wiki/Go_(game)" title="Go (game)">Go</a>, <a href="/wiki/Chess" title="Chess">chess</a>, <a href="/wiki/Shogi" title="Shogi">shogi</a>, and <a href="/wiki/Atari_2600" title="Atari 2600">Atari 2600 games</a> without human data, domain knowledge, or known rules.<sup id="cite_ref-61" class="reference"><a href="#cite_note-61"><span class="cite-bracket">[</span>61<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-62" class="reference"><a href="#cite_note-62"><span class="cite-bracket">[</span>62<span class="cite-bracket">]</span></a></sup> </p><p>AlphaGo technology was developed based on <a href="/wiki/Deep_reinforcement_learning" title="Deep reinforcement learning">deep reinforcement learning</a>, making it different from the AI technologies then on the market. The data fed into the AlphaGo algorithm consisted of various moves based on historical tournament data. The number of moves was increased gradually until over 30 million of them were processed. The aim was to have the system mimic the human player, as represented by the input data, and eventually become better. It played against itself and learned from the outcomes; thus, it learned to improve itself over the time and increased its winning rate as a result.<sup id="cite_ref-63" class="reference"><a href="#cite_note-63"><span class="cite-bracket">[</span>63<span class="cite-bracket">]</span></a></sup> </p><p>AlphaGo used two deep neural networks: a policy network to evaluate move probabilities and a value network to assess positions. The policy network trained via supervised learning, and was subsequently refined by policy-gradient <a href="/wiki/Reinforcement_learning" title="Reinforcement learning">reinforcement learning</a>. The value network learned to predict winners of games played by the policy network against itself. After training, these networks employed a lookahead <a href="/wiki/Monte_Carlo_tree_search" title="Monte Carlo tree search">Monte Carlo tree search</a>, using the policy network to identify candidate high-probability moves, while the value network (in conjunction with Monte Carlo rollouts using a fast rollout policy) evaluated tree positions.<sup id="cite_ref-:0_64-0" class="reference"><a href="#cite_note-:0-64"><span class="cite-bracket">[</span>64<span class="cite-bracket">]</span></a></sup> </p><p>In contrast, AlphaGo Zero was trained without being fed data of human-played games. Instead it generated its own data, playing millions of games against itself. It used a single neural network, rather than separate policy and value networks. Its simplified tree search relied upon this neural network to evaluate positions and sample moves. A new reinforcement learning algorithm incorporated lookahead search inside the training loop.<sup id="cite_ref-:0_64-1" class="reference"><a href="#cite_note-:0-64"><span class="cite-bracket">[</span>64<span class="cite-bracket">]</span></a></sup> AlphaGo Zero employed around 15 people and millions in computing resources.<sup id="cite_ref-65" class="reference"><a href="#cite_note-65"><span class="cite-bracket">[</span>65<span class="cite-bracket">]</span></a></sup> Ultimately, it needed much less computing power than AlphaGo, running on four specialized AI processors (Google <a href="/wiki/Tensor_processing_unit" class="mw-redirect" title="Tensor processing unit">TPUs</a>), instead of AlphaGo's 48.<sup id="cite_ref-66" class="reference"><a href="#cite_note-66"><span class="cite-bracket">[</span>66<span class="cite-bracket">]</span></a></sup> It also required less training time, being able to beat its predecessor after just three days, compared with months required for the original AlphaGo.<sup id="cite_ref-67" class="reference"><a href="#cite_note-67"><span class="cite-bracket">[</span>67<span class="cite-bracket">]</span></a></sup> Similarly, AlphaZero also learned via <a href="/wiki/Self-play_(reinforcement_learning_technique)" class="mw-redirect" title="Self-play (reinforcement learning technique)">self-play</a>. </p><p>Researchers applied MuZero to solve the real world challenge of video compression with a set number of bits with respect to Internet traffic on sites such as <a href="/wiki/YouTube" title="YouTube">YouTube</a>, <a href="/wiki/Twitch_(service)" title="Twitch (service)">Twitch</a>, and <a href="/wiki/Google_Meet" title="Google Meet">Google Meet</a>. The goal of MuZero is to optimally compress the video so the quality of the video is maintained with a reduction in data. The final result using MuZero was a 6.28% average reduction in bitrate.<sup id="cite_ref-68" class="reference"><a href="#cite_note-68"><span class="cite-bracket">[</span>68<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-69" class="reference"><a href="#cite_note-69"><span class="cite-bracket">[</span>69<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="AlphaStar">AlphaStar</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=5" title="Edit section: AlphaStar"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="/wiki/AlphaStar_(software)" title="AlphaStar (software)">AlphaStar (software)</a></div> <p>In 2016, Hassabis discussed the game <i><a href="/wiki/StarCraft" title="StarCraft">StarCraft</a></i> as a future challenge, since it requires strategic thinking and handling imperfect information.<sup id="cite_ref-70" class="reference"><a href="#cite_note-70"><span class="cite-bracket">[</span>70<span class="cite-bracket">]</span></a></sup> </p><p>In January 2019, DeepMind introduced AlphaStar, a program playing the real-time strategy game <i><a href="/wiki/StarCraft_II" title="StarCraft II">StarCraft II</a></i>. AlphaStar used reinforcement learning based on replays from human players, and then played against itself to enhance its skills. At the time of the presentation, AlphaStar had knowledge equivalent to 200 years of playing time. It won 10 consecutive matches against two professional players, although it had the unfair advantage of being able to see the entire field, unlike a human player who has to move the camera manually. A preliminary version in which that advantage was fixed lost a subsequent match.<sup id="cite_ref-71" class="reference"><a href="#cite_note-71"><span class="cite-bracket">[</span>71<span class="cite-bracket">]</span></a></sup> </p><p>In July 2019, AlphaStar began playing against random humans on the public 1v1 European multiplayer ladder. Unlike the first iteration of AlphaStar, which played only <a href="/wiki/Protoss" class="mw-redirect" title="Protoss">Protoss</a> v. Protoss, this one played as all of the game's races, and had earlier unfair advantages fixed.<sup id="cite_ref-72" class="reference"><a href="#cite_note-72"><span class="cite-bracket">[</span>72<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-73" class="reference"><a href="#cite_note-73"><span class="cite-bracket">[</span>73<span class="cite-bracket">]</span></a></sup> By October 2019, AlphaStar had reached Grandmaster level on the <i>StarCraft II</i> ladder on all three <i>StarCraft</i> races, becoming the first AI to reach the top league of a widely popular <a href="/wiki/Esports" title="Esports">esport</a> without any game restrictions.<sup id="cite_ref-74" class="reference"><a href="#cite_note-74"><span class="cite-bracket">[</span>74<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Protein_folding">Protein folding</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=6" title="Edit section: Protein folding"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="/wiki/AlphaFold" title="AlphaFold">AlphaFold</a></div> <p>In 2016, DeepMind turned its artificial intelligence to <a href="/wiki/Protein_structure_prediction" title="Protein structure prediction">protein folding</a>, a long-standing problem in <a href="/wiki/Molecular_biology" title="Molecular biology">molecular biology</a>. In December 2018, DeepMind's AlphaFold won the 13th <a href="/wiki/Critical_Assessment_of_Techniques_for_Protein_Structure_Prediction" class="mw-redirect" title="Critical Assessment of Techniques for Protein Structure Prediction">Critical Assessment of Techniques for Protein Structure Prediction</a> (CASP) by successfully predicting the most accurate structure for 25 out of 43 proteins. "This is a lighthouse project, our first major investment in terms of people and resources into a fundamental, very important, real-world scientific problem," Hassabis said to <i><a href="/wiki/The_Guardian" title="The Guardian">The Guardian</a></i>.<sup id="cite_ref-75" class="reference"><a href="#cite_note-75"><span class="cite-bracket">[</span>75<span class="cite-bracket">]</span></a></sup> In 2020, in the 14th CASP, AlphaFold's predictions achieved an accuracy score regarded as comparable with lab techniques. Dr Andriy Kryshtafovych, one of the panel of scientific adjudicators, described the achievement as "truly remarkable", and said the problem of predicting how proteins fold had been "largely solved".<sup id="cite_ref-76" class="reference"><a href="#cite_note-76"><span class="cite-bracket">[</span>76<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-77" class="reference"><a href="#cite_note-77"><span class="cite-bracket">[</span>77<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-78" class="reference"><a href="#cite_note-78"><span class="cite-bracket">[</span>78<span class="cite-bracket">]</span></a></sup> </p><p>In July 2021, the open-source RoseTTAFold and AlphaFold2 were released to allow scientists to run their own versions of the tools. A week later DeepMind announced that AlphaFold had completed its prediction of nearly all human proteins as well as the entire <a href="/wiki/Proteome" title="Proteome">proteomes</a> of 20 other widely studied organisms.<sup id="cite_ref-79" class="reference"><a href="#cite_note-79"><span class="cite-bracket">[</span>79<span class="cite-bracket">]</span></a></sup> The structures were released on the AlphaFold Protein Structure Database. In July 2022, it was announced that the predictions of over 200 million proteins, representing virtually all known proteins, would be released on the AlphaFold database.<sup id="cite_ref-geddes_17-1" class="reference"><a href="#cite_note-geddes-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-alphafold_DB_18-1" class="reference"><a href="#cite_note-alphafold_DB-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> </p><p>The most recent update, AlphaFold3, was released in May 2024, predicting the interactions of proteins with DNA, RNA, and various other molecules. In a particular <a href="/wiki/Benchmark_(computing)" title="Benchmark (computing)">benchmark test</a> on the problem of DNA interactions, AlphaFold3's attained an accuracy of 65%, significantly improving the previous state of the art of 28%.<sup id="cite_ref-80" class="reference"><a href="#cite_note-80"><span class="cite-bracket">[</span>80<span class="cite-bracket">]</span></a></sup> </p><p>In October 2024, Hassabis and <a href="/wiki/John_M._Jumper" title="John M. Jumper">John Jumper</a> received half of the 2024 <a href="/wiki/Nobel_Prize_in_Chemistry" title="Nobel Prize in Chemistry">Nobel Prize in Chemistry</a> jointly for protein structure prediction, citing AlphaFold2 achievement.<sup id="cite_ref-81" class="reference"><a href="#cite_note-81"><span class="cite-bracket">[</span>81<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Language_models">Language models</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=7" title="Edit section: Language models"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In 2016, DeepMind introduced <a href="/wiki/WaveNet" title="WaveNet">WaveNet</a>, a <a href="/wiki/Text-to-speech" class="mw-redirect" title="Text-to-speech">text-to-speech</a> system. It was originally too computationally intensive for use in consumer products, but in late 2017 it became ready for use in consumer applications such as <a href="/wiki/Google_Assistant" title="Google Assistant">Google Assistant</a>.<sup id="cite_ref-82" class="reference"><a href="#cite_note-82"><span class="cite-bracket">[</span>82<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-83" class="reference"><a href="#cite_note-83"><span class="cite-bracket">[</span>83<span class="cite-bracket">]</span></a></sup> In 2018 Google launched a commercial text-to-speech product, Cloud Text-to-Speech, based on WaveNet.<sup id="cite_ref-cnbc_money_84-0" class="reference"><a href="#cite_note-cnbc_money-84"><span class="cite-bracket">[</span>84<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-85" class="reference"><a href="#cite_note-85"><span class="cite-bracket">[</span>85<span class="cite-bracket">]</span></a></sup> In 2018, DeepMind introduced a more efficient model called WaveRNN co-developed with <a href="/wiki/Google_AI" title="Google AI">Google AI</a>.<sup id="cite_ref-86" class="reference"><a href="#cite_note-86"><span class="cite-bracket">[</span>86<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-87" class="reference"><a href="#cite_note-87"><span class="cite-bracket">[</span>87<span class="cite-bracket">]</span></a></sup> In 2020 WaveNetEQ, a packet loss concealment method based on a WaveRNN architecture, was presented.<sup id="cite_ref-88" class="reference"><a href="#cite_note-88"><span class="cite-bracket">[</span>88<span class="cite-bracket">]</span></a></sup> In 2019, Google started to roll WaveRNN with WavenetEQ out to <a href="/wiki/Google_Duo" title="Google Duo">Google Duo</a> users.<sup id="cite_ref-89" class="reference"><a href="#cite_note-89"><span class="cite-bracket">[</span>89<span class="cite-bracket">]</span></a></sup> </p><p>Released in May 2022, <a href="/wiki/Gato_(DeepMind)" title="Gato (DeepMind)">Gato</a> is a polyvalent <a href="/wiki/Multimodal_learning" title="Multimodal learning">multimodal</a> model. It was trained on 604 tasks, such as image captioning, dialogue, or stacking blocks. On 450 of these tasks, Gato outperformed human experts at least half of the time, according to DeepMind.<sup id="cite_ref-90" class="reference"><a href="#cite_note-90"><span class="cite-bracket">[</span>90<span class="cite-bracket">]</span></a></sup> Unlike models like MuZero, Gato does not need to be retrained to switch from one task to the other. </p><p><a href="/wiki/Sparrow_(bot)" class="mw-redirect" title="Sparrow (bot)">Sparrow</a> is an artificial intelligence-powered <a href="/wiki/Chatbot" title="Chatbot">chatbot</a> developed by DeepMind to build safer machine learning systems by using a mix of human feedback and Google search suggestions.<sup id="cite_ref-91" class="reference"><a href="#cite_note-91"><span class="cite-bracket">[</span>91<span class="cite-bracket">]</span></a></sup> </p><p><a href="/wiki/Chinchilla_(language_model)" title="Chinchilla (language model)">Chinchilla</a> is a language model developed by DeepMind.<sup id="cite_ref-92" class="reference"><a href="#cite_note-92"><span class="cite-bracket">[</span>92<span class="cite-bracket">]</span></a></sup> </p><p>DeepMind posted a blog post on 28 April 2022 on a single visual language model (VLM) named Flamingo that can accurately describe a picture of something with just a few training images.<sup id="cite_ref-93" class="reference"><a href="#cite_note-93"><span class="cite-bracket">[</span>93<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-94" class="reference"><a href="#cite_note-94"><span class="cite-bracket">[</span>94<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="AlphaCode">AlphaCode</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=8" title="Edit section: AlphaCode"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In 2022, DeepMind unveiled AlphaCode, an AI-powered coding engine that creates <a href="/wiki/Computer_programs" class="mw-redirect" title="Computer programs">computer programs</a> at a rate comparable to that of an average programmer, with the company testing the system against coding challenges created by <a href="/wiki/Codeforces" title="Codeforces">Codeforces</a> utilized in human <a href="/wiki/Competitive_programming" title="Competitive programming">competitive programming</a> competitions.<sup id="cite_ref-95" class="reference"><a href="#cite_note-95"><span class="cite-bracket">[</span>95<span class="cite-bracket">]</span></a></sup> AlphaCode earned a rank equivalent to 54% of the median score on Codeforces after being trained on <a href="/wiki/GitHub" title="GitHub">GitHub</a> data and Codeforce problems and solutions. The program was required to come up with a unique solution and stopped from duplicating answers. </p> <div class="mw-heading mw-heading4"><h4 id="Gemini">Gemini</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=9" title="Edit section: Gemini"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="/wiki/Gemini_(language_model)" title="Gemini (language model)">Gemini (language model)</a></div> <p>Gemini is a <a href="/wiki/Multimodal_learning" title="Multimodal learning">multimodal</a> <a href="/wiki/Large_language_model" title="Large language model">large language model</a> which was released on 6 December 2023.<sup id="cite_ref-96" class="reference"><a href="#cite_note-96"><span class="cite-bracket">[</span>96<span class="cite-bracket">]</span></a></sup> It is the successor of Google's <a href="/wiki/LaMDA" title="LaMDA">LaMDA</a> and <a href="/wiki/PaLM" title="PaLM">PaLM 2</a> language models and sought to challenge OpenAI's <a href="/wiki/GPT-4" title="GPT-4">GPT-4</a>.<sup id="cite_ref-97" class="reference"><a href="#cite_note-97"><span class="cite-bracket">[</span>97<span class="cite-bracket">]</span></a></sup> Gemini comes in 3 sizes: Nano, Pro, and Ultra.<sup id="cite_ref-98" class="reference"><a href="#cite_note-98"><span class="cite-bracket">[</span>98<span class="cite-bracket">]</span></a></sup> Gemini is also the name of the chatbot that integrates Gemini (and which was previously called <a href="/wiki/Google_Bard" class="mw-redirect" title="Google Bard">Bard</a>).<sup id="cite_ref-99" class="reference"><a href="#cite_note-99"><span class="cite-bracket">[</span>99<span class="cite-bracket">]</span></a></sup> </p><p>On 12 December 2024, Google released Gemini 2.0 Flash, the first model in the Gemini 2.0 series. It notably features expanded multimodality, with the ability to also generate images and audio,<sup id="cite_ref-100" class="reference"><a href="#cite_note-100"><span class="cite-bracket">[</span>100<span class="cite-bracket">]</span></a></sup> and is part of Google's broader plans to integrate advanced AI into <a href="/wiki/Autonomous_agent" title="Autonomous agent">autonomous agents</a>.<sup id="cite_ref-101" class="reference"><a href="#cite_note-101"><span class="cite-bracket">[</span>101<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="Gemma">Gemma</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=10" title="Edit section: Gemma"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="/wiki/Gemma_(language_model)" class="mw-redirect" title="Gemma (language model)">Gemma (language model)</a></div> <p>Gemma is a family of lightweight, <a href="/wiki/Open_source" title="Open source">open source</a> large language models which was released on 21 February 2024. It's available in two distinct sizes: a 7 billion parameter model optimized for GPU and TPU usage, and a 2 billion parameter model designed for CPU and on-device applications. Gemma models were trained on up to 6 trillion tokens of text, employing similar architectures, datasets, and training methodologies as the Gemini model family.<sup id="cite_ref-102" class="reference"><a href="#cite_note-102"><span class="cite-bracket">[</span>102<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="SIMA">SIMA</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=11" title="Edit section: SIMA"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In March 2024, DeepMind introduced Scalable Instructable Multiword Agent, or SIMA, an AI agent capable of understanding and following natural language instructions to complete tasks across various 3D virtual environments. Trained on nine video games from eight studios and four research environments, SIMA demonstrated adaptability to new tasks and settings without requiring access to game source code or APIs. The agent comprises pre-trained computer vision and language models fine-tuned on gaming data, with language being crucial for understanding and completing given tasks as instructed. DeepMind's research aimed to develop more helpful AI agents by translating advanced AI capabilities into real-world actions through a language interface.<sup id="cite_ref-103" class="reference"><a href="#cite_note-103"><span class="cite-bracket">[</span>103<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-104" class="reference"><a href="#cite_note-104"><span class="cite-bracket">[</span>104<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="Habermas_machine">Habermas machine</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=12" title="Edit section: Habermas machine"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">See also: <a href="/wiki/Pol.is" title="Pol.is">Pol.is</a> and <a href="/wiki/Deliberative_opinion_poll" title="Deliberative opinion poll">Deliberative opinion poll</a></div> <p>In 2024, Google Deepmind published the results of an experiment where they trained two <a href="/wiki/Large_language_model" title="Large language model">large language models</a> to help identify and present areas of overlap among a few thousand group members they had recruited online using techiques like <a href="/wiki/Sortition" title="Sortition">sortition</a> to get a representative sample of participants. The project is named in honor of <a href="/wiki/J%C3%BCrgen_Habermas" title="Jürgen Habermas">Jürgen Habermas</a>.<sup id="cite_ref-105" class="reference"><a href="#cite_note-105"><span class="cite-bracket">[</span>105<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-:6_106-0" class="reference"><a href="#cite_note-:6-106"><span class="cite-bracket">[</span>106<span class="cite-bracket">]</span></a></sup> In one experiment, the participants rated the summaries by the AI higher than the human moderator 56% of the time.<sup id="cite_ref-:6_106-1" class="reference"><a href="#cite_note-:6-106"><span class="cite-bracket">[</span>106<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Video_model">Video model</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=13" title="Edit section: Video model"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In May 2024, a <a href="/wiki/Multimodality" title="Multimodality">multimodal</a> <a href="/wiki/Text-to-video_model" title="Text-to-video model">video generation model</a> called Veo was announced at <a href="/wiki/Google_I/O" title="Google I/O">Google I/O 2024</a>. Google claimed that it could generate <a href="/wiki/1080p" title="1080p">1080p</a> videos beyond a minute long.<sup id="cite_ref-:4_8-1" class="reference"><a href="#cite_note-:4-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> In December 2024, <a href="/wiki/Google" title="Google">Google</a> released Veo2, available via VideoFX. It supports <a href="/wiki/4K_resolution" title="4K resolution">4K resolution</a> video generation, and has an improved understanding of physics.<sup id="cite_ref-107" class="reference"><a href="#cite_note-107"><span class="cite-bracket">[</span>107<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Environment_generation">Environment generation</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=14" title="Edit section: Environment generation"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In March 2023, DeepMind introduced "Genie" (Generative Interactive Environments), an AI model that can generate game-like, action-controllable virtual worlds based on textual descriptions, images, or sketches. Built as an autoregressive <a href="/wiki/Latent_diffusion_model" title="Latent diffusion model">latent diffusion model</a>, Genie enables frame-by-frame interactivity without requiring labeled action data for training. Its successor, Genie 2, released in December 2024, expanded these capabilities to generate diverse and interactive 3D environments.<sup id="cite_ref-108" class="reference"><a href="#cite_note-108"><span class="cite-bracket">[</span>108<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Robotics">Robotics</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=15" title="Edit section: Robotics"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Released in June 2023, RoboCat is an AI model that can control robotic arms. The model can adapt to new models of robotic arms, and to new types of tasks.<sup id="cite_ref-109" class="reference"><a href="#cite_note-109"><span class="cite-bracket">[</span>109<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-110" class="reference"><a href="#cite_note-110"><span class="cite-bracket">[</span>110<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Sports">Sports</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=16" title="Edit section: Sports"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>DeepMind researchers have applied machine learning models to the sport of <a href="/wiki/Association_football" title="Association football">football</a>, often referred to as soccer in North America, modelling the behaviour of football players, including the goalkeeper, defenders, and strikers during different scenarios such as penalty kicks. The researchers used heat maps and cluster analysis to organize players based on their tendency to behave a certain way during the game when confronted with a decision on how to score or prevent the other team from scoring. </p><p>The researchers mention that machine learning models could be used to democratize the football industry by automatically selecting interesting video clips of the game that serve as highlights. This can be done by searching videos for certain events, which is possible because video analysis is an established field of machine learning. This is also possible because of extensive sports analytics based on data including annotated passes or shots, sensors that capture data about the players movements many times over the course of a game, and game theory models.<sup id="cite_ref-111" class="reference"><a href="#cite_note-111"><span class="cite-bracket">[</span>111<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-112" class="reference"><a href="#cite_note-112"><span class="cite-bracket">[</span>112<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Archaeology">Archaeology</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=17" title="Edit section: Archaeology"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Google has unveiled a new archaeology document program, named Ithaca after <a href="/wiki/Homer%27s_Ithaca" title="Homer's Ithaca">the Greek island</a> in Homer's <a href="/wiki/Odyssey" title="Odyssey">Odyssey</a>.<sup id="cite_ref-:1_113-0" class="reference"><a href="#cite_note-:1-113"><span class="cite-bracket">[</span>113<span class="cite-bracket">]</span></a></sup> This deep neural network helps researchers restore the empty text of damaged Greek documents, and to identify their date and geographical origin.<sup id="cite_ref-:2_114-0" class="reference"><a href="#cite_note-:2-114"><span class="cite-bracket">[</span>114<span class="cite-bracket">]</span></a></sup> The work builds on another text analysis network that DeepMind released in 2019, named Pythia.<sup id="cite_ref-:2_114-1" class="reference"><a href="#cite_note-:2-114"><span class="cite-bracket">[</span>114<span class="cite-bracket">]</span></a></sup> Ithaca achieves 62% accuracy in restoring damaged texts and 71% location accuracy, and has a dating precision of 30 years.<sup id="cite_ref-:2_114-2" class="reference"><a href="#cite_note-:2-114"><span class="cite-bracket">[</span>114<span class="cite-bracket">]</span></a></sup> The authors claimed that the use of Ithaca by "expert historians" raised the accuracy of their work from 25 to 72 percent.<sup id="cite_ref-:1_113-1" class="reference"><a href="#cite_note-:1-113"><span class="cite-bracket">[</span>113<span class="cite-bracket">]</span></a></sup> However, <a href="/wiki/Eleanor_Dickey" title="Eleanor Dickey">Eleanor Dickey</a> noted that this test was actually only made of students, saying that it wasn't clear how helpful Ithaca would be to "genuinely qualified editors".<sup id="cite_ref-:2_114-3" class="reference"><a href="#cite_note-:2-114"><span class="cite-bracket">[</span>114<span class="cite-bracket">]</span></a></sup> </p><p>The team is working on extending the model to other ancient languages, including <a href="/wiki/Demotic_(Egyptian)" title="Demotic (Egyptian)">Demotic</a>, <a href="/wiki/Akkadian_language" title="Akkadian language">Akkadian</a>, <a href="/wiki/Hebrew_language" title="Hebrew language">Hebrew</a>, and <a href="/wiki/Mayan_languages" title="Mayan languages">Mayan</a>.<sup id="cite_ref-:1_113-2" class="reference"><a href="#cite_note-:1-113"><span class="cite-bracket">[</span>113<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Materials_science">Materials science</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=18" title="Edit section: Materials science"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In November 2023, Google DeepMind announced an Open Source Graph Network for Materials Exploration (GNoME). The tool proposes millions of materials previously unknown to chemistry, including several hundred thousand stable crystalline structures, of which 736 had been experimentally produced by the Massachusetts Institute of Technology, at the time of the release.<sup id="cite_ref-115" class="reference"><a href="#cite_note-115"><span class="cite-bracket">[</span>115<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-116" class="reference"><a href="#cite_note-116"><span class="cite-bracket">[</span>116<span class="cite-bracket">]</span></a></sup> However, according to <a href="/wiki/Anthony_Cheetham" title="Anthony Cheetham">Anthony Cheetham</a>, GNoME did not make "a useful, practical contribution to the experimental materials scientists."<sup id="cite_ref-404media_117-0" class="reference"><a href="#cite_note-404media-117"><span class="cite-bracket">[</span>117<span class="cite-bracket">]</span></a></sup> A review article by Cheetham and Ram Seshadri were unable to identify any "strikingly novel" materials found by GNoME, with most being minor variants of already-known materials.<sup id="cite_ref-404media_117-1" class="reference"><a href="#cite_note-404media-117"><span class="cite-bracket">[</span>117<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-118" class="reference"><a href="#cite_note-118"><span class="cite-bracket">[</span>118<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Mathematics">Mathematics</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=19" title="Edit section: Mathematics"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading4"><h4 id="AlphaTensor">AlphaTensor</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=20" title="Edit section: AlphaTensor"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In October 2022, DeepMind released <a href="/wiki/AlphaTensor" class="mw-redirect" title="AlphaTensor">AlphaTensor</a>, which used reinforcement learning techniques similar to those in AlphaGo, to find novel <a href="/wiki/Matrix_multiplication_algorithm" title="Matrix multiplication algorithm">algorithms for matrix multiplication</a>.<sup id="cite_ref-AlphaTensor1_119-0" class="reference"><a href="#cite_note-AlphaTensor1-119"><span class="cite-bracket">[</span>119<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-AlphaTensor2_120-0" class="reference"><a href="#cite_note-AlphaTensor2-120"><span class="cite-bracket">[</span>120<span class="cite-bracket">]</span></a></sup> In the special case of multiplying two 4×4 matrices with <a href="/wiki/Integer" title="Integer">integer</a> entries, where only the evenness or oddness of the entries is recorded, AlphaTensor found an algorithm requiring only 47 distinct multiplications; the previous optimum, known since 1969, was the more general <a href="/wiki/Strassen_algorithm" title="Strassen algorithm">Strassen algorithm</a>, using 49 multiplications.<sup id="cite_ref-quantamag_121-0" class="reference"><a href="#cite_note-quantamag-121"><span class="cite-bracket">[</span>121<span class="cite-bracket">]</span></a></sup> Computer scientist Josh Alman described AlphaTensor as "a proof of concept for something that could become a breakthrough," while <a href="/wiki/Virginia_Vassilevska_Williams" title="Virginia Vassilevska Williams">Vassilevska Williams</a> called it "a little overhyped"<sup id="cite_ref-quantamag_121-1" class="reference"><a href="#cite_note-quantamag-121"><span class="cite-bracket">[</span>121<span class="cite-bracket">]</span></a></sup> despite also acknowledging its basis in reinforcement learning as "something completely different" from previous approaches.<sup id="cite_ref-AlphaTensor2_120-1" class="reference"><a href="#cite_note-AlphaTensor2-120"><span class="cite-bracket">[</span>120<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="AlphaGeometry">AlphaGeometry</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=21" title="Edit section: AlphaGeometry"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="/wiki/AlphaGeometry" title="AlphaGeometry">AlphaGeometry</a></div> <p>AlphaGeometry is a <a href="/wiki/Neuro-symbolic_AI" title="Neuro-symbolic AI">neuro-symbolic AI</a> that was able to solve 25 out of 30 geometry problems of the <a href="/wiki/International_Mathematical_Olympiad" title="International Mathematical Olympiad">International Mathematical Olympiad</a>, a performance comparable to that of a gold medalist.<sup id="cite_ref-:3_122-0" class="reference"><a href="#cite_note-:3-122"><span class="cite-bracket">[</span>122<span class="cite-bracket">]</span></a></sup> </p><p>Traditional geometry programs are <a href="/wiki/Symbolic_artificial_intelligence" title="Symbolic artificial intelligence">symbolic engines</a> that rely exclusively on human-coded <a href="/wiki/Rule-based_system" title="Rule-based system">rules</a> to generate rigorous proofs, which makes them lack flexibility in unusual situations. AlphaGeometry combines such a symbolic engine with a specialized <a href="/wiki/Large_language_model" title="Large language model">large language model</a> trained on <a href="/wiki/Synthetic_data" title="Synthetic data">synthetic data</a> of geometrical proofs. When the symbolic engine doesn't manage to find a formal and rigorous proof on its own, it solicits the large language model, which suggests a geometrical construct to move forward. However, it is unclear how applicable this method is to other domains of mathematics or reasoning, because symbolic engines rely on domain-specific rules and because of the need for synthetic data.<sup id="cite_ref-:3_122-1" class="reference"><a href="#cite_note-:3-122"><span class="cite-bracket">[</span>122<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading4"><h4 id="AlphaProof">AlphaProof</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=22" title="Edit section: AlphaProof"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>AlphaProof is an AI model, which couples a pre-trained language model with the AlphaZero reinforcement learning algorithm. AlphaZero has previously taught itself how to master games. The pre-trained language model used in this combination is the <a href="/wiki/Fine-tuning_(deep_learning)" title="Fine-tuning (deep learning)">fine-tuning</a> of a <a href="/wiki/Gemini_(language_model)" title="Gemini (language model)">Gemini</a> model to automatically translate natural language problem statements into formal statements, creating a large library of formal problems of varying difficulty. For this purpose, mathematical statements are defined in the formal language <a href="/wiki/Lean_(proof_assistant)" title="Lean (proof assistant)">Lean</a>. At the 2024 International Mathematical Olympiad, AlphaProof together with an adapted version of AlphaGeometry have reached the same level of solving problems in the combined categories as a silver medalist in that competition for the first time.<sup id="cite_ref-NYT_123-0" class="reference"><a href="#cite_note-NYT-123"><span class="cite-bracket">[</span>123<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-IMO_124-0" class="reference"><a href="#cite_note-IMO-124"><span class="cite-bracket">[</span>124<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="AlphaDev">AlphaDev</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=23" title="Edit section: AlphaDev"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236090951"><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="/wiki/AlphaDev" title="AlphaDev">AlphaDev</a></div> <p>In June 2023, Deepmind announced that <a href="/wiki/AlphaDev" title="AlphaDev">AlphaDev</a>, which searches for improved computer science algorithms using <a href="/wiki/Reinforcement_learning" title="Reinforcement learning">reinforcement learning</a>, discovered a more efficient way of coding a sorting algorithm and a hashing algorithm. The new sorting algorithm was 70% faster for shorter sequences and 1.7% faster for sequences exceeding 250,000 elements, and the new hashing algorithm was 30% faster in some cases. The sorting algorithm was accepted into the <a href="/wiki/C%2B%2B_Standard_Library" title="C++ Standard Library">C++ Standard Library</a> <a href="/wiki/Sorting_algorithm" title="Sorting algorithm">sorting algorithms</a>, and was the first change to those algorithms in more than a decade and the first update to involve an algorithm discovered using AI.<sup id="cite_ref-mit_125-0" class="reference"><a href="#cite_note-mit-125"><span class="cite-bracket">[</span>125<span class="cite-bracket">]</span></a></sup> The hashing algorithm was released to an opensource library.<sup id="cite_ref-126" class="reference"><a href="#cite_note-126"><span class="cite-bracket">[</span>126<span class="cite-bracket">]</span></a></sup> Google estimates that these two algorithms are used trillions of times every day.<sup id="cite_ref-127" class="reference"><a href="#cite_note-127"><span class="cite-bracket">[</span>127<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Chip_design">Chip design</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=24" title="Edit section: Chip design"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>AlphaChip is an reinforcement learning-based neural architecture that guides the task of chip placement. DeepMind claimed that the time needed to create chip layouts fell from weeks to hours. Its chip designs were used in every <a href="/wiki/Tensor_Processing_Unit" title="Tensor Processing Unit">Tensor Processing Unit</a> (TPU) iteration since 2020.<sup id="cite_ref-128" class="reference"><a href="#cite_note-128"><span class="cite-bracket">[</span>128<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-129" class="reference"><a href="#cite_note-129"><span class="cite-bracket">[</span>129<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Miscellaneous_contributions_to_Google">Miscellaneous contributions to Google</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=25" title="Edit section: Miscellaneous contributions to Google"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Google has stated that DeepMind algorithms have greatly increased the efficiency of cooling its data centers by automatically balancing the cost of hardware failures against the cost of cooling.<sup id="cite_ref-130" class="reference"><a href="#cite_note-130"><span class="cite-bracket">[</span>130<span class="cite-bracket">]</span></a></sup> In addition, DeepMind (alongside other Alphabet AI researchers) assists <a href="/wiki/Google_Play" title="Google Play">Google Play</a>'s personalized app recommendations.<sup id="cite_ref-cnbc_money_84-1" class="reference"><a href="#cite_note-cnbc_money-84"><span class="cite-bracket">[</span>84<span class="cite-bracket">]</span></a></sup> DeepMind has also collaborated with the <a href="/wiki/Android_(operating_system)" title="Android (operating system)">Android</a> team at <a href="/wiki/Google" title="Google">Google</a> for the creation of two new features which were made available to people with devices running <a href="/wiki/Android_(operating_system)" title="Android (operating system)">Android</a> Pie, the ninth installment of Google's mobile operating system. These features, Adaptive Battery and Adaptive Brightness, use machine learning to conserve energy and make devices running the operating system easier to use. It is the first time DeepMind has used these techniques on such a small scale, with typical machine learning applications requiring orders of magnitude more computing power.<sup id="cite_ref-131" class="reference"><a href="#cite_note-131"><span class="cite-bracket">[</span>131<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="DeepMind_Health">DeepMind Health</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=26" title="Edit section: DeepMind Health"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In July 2016, a collaboration between DeepMind and <a href="/wiki/Moorfields_Eye_Hospital" title="Moorfields Eye Hospital">Moorfields Eye Hospital</a> was announced to develop <a href="/wiki/Artificial_intelligence_in_healthcare" title="Artificial intelligence in healthcare">AI applications for healthcare</a>.<sup id="cite_ref-132" class="reference"><a href="#cite_note-132"><span class="cite-bracket">[</span>132<span class="cite-bracket">]</span></a></sup> DeepMind would be applied to the analysis of <a href="/wiki/Data_anonymization" title="Data anonymization">anonymised</a> eye scans, searching for early signs of diseases leading to <a href="/wiki/Blindness" class="mw-redirect" title="Blindness">blindness</a>. </p><p>In August 2016, a research programme with <a href="/wiki/University_College_Hospital" title="University College Hospital">University College London Hospital</a> was announced with the aim of developing an algorithm that can automatically differentiate between healthy and cancerous tissues in head and neck areas.<sup id="cite_ref-133" class="reference"><a href="#cite_note-133"><span class="cite-bracket">[</span>133<span class="cite-bracket">]</span></a></sup> </p><p>There are also projects with the <a href="/wiki/Royal_Free_London_NHS_Foundation_Trust" title="Royal Free London NHS Foundation Trust">Royal Free London NHS Foundation Trust</a> and <a href="/wiki/Imperial_College_Healthcare_NHS_Trust" title="Imperial College Healthcare NHS Trust">Imperial College Healthcare NHS Trust</a> to develop new clinical mobile apps linked to <a href="/wiki/Electronic_patient_record" class="mw-redirect" title="Electronic patient record">electronic patient records</a>.<sup id="cite_ref-134" class="reference"><a href="#cite_note-134"><span class="cite-bracket">[</span>134<span class="cite-bracket">]</span></a></sup> Staff at the <a href="/wiki/Royal_Free_Hospital" title="Royal Free Hospital">Royal Free Hospital</a> were reported as saying in December 2017 that access to patient data through the app had saved a 'huge amount of time' and made a 'phenomenal' difference to the management of patients with acute kidney injury. Test result data is sent to staff's mobile phones and alerts them to changes in the patient's condition. It also enables staff to see if someone else has responded, and to show patients their results in visual form.<sup id="cite_ref-135" class="reference"><a href="#cite_note-135"><span class="cite-bracket">[</span>135<span class="cite-bracket">]</span></a></sup><sup class="noprint Inline-Template" style="white-space:nowrap;">[<i><a href="/wiki/Wikipedia:Reliable_sources" title="Wikipedia:Reliable sources"><span title="The material near this tag may rely on an unreliable source. Personally never heard of digitalhealth.net, quick search didn't produce evidence that it passes WP:RS or WP:DUE. Inclusion of a customer testimonial from the hospital may regardless be problematic. (December 2017)">unreliable source?</span></a></i>]</sup> </p><p>In November 2017, DeepMind announced a research partnership with the <a href="/wiki/Cancer_Research_UK" title="Cancer Research UK">Cancer Research UK</a> Centre at Imperial College London with the goal of improving breast cancer detection by applying machine learning to mammography.<sup id="cite_ref-136" class="reference"><a href="#cite_note-136"><span class="cite-bracket">[</span>136<span class="cite-bracket">]</span></a></sup> Additionally, in February 2018, DeepMind announced it was working with the <a href="/wiki/United_States_Department_of_Veterans_Affairs" title="United States Department of Veterans Affairs">U.S. Department of Veterans Affairs</a> in an attempt to use machine learning to predict the onset of acute kidney injury in patients, and also more broadly the general deterioration of patients during a hospital stay so that doctors and nurses can more quickly treat patients in need.<sup id="cite_ref-137" class="reference"><a href="#cite_note-137"><span class="cite-bracket">[</span>137<span class="cite-bracket">]</span></a></sup> </p><p>DeepMind developed an app called Streams, which sends alerts to doctors about patients at risk of acute kidney injury.<sup id="cite_ref-138" class="reference"><a href="#cite_note-138"><span class="cite-bracket">[</span>138<span class="cite-bracket">]</span></a></sup> On 13 November 2018, DeepMind announced that its health division and the Streams app would be absorbed into <a href="/wiki/Google_Health" title="Google Health">Google Health</a>.<sup id="cite_ref-139" class="reference"><a href="#cite_note-139"><span class="cite-bracket">[</span>139<span class="cite-bracket">]</span></a></sup> Privacy advocates said the announcement betrayed patient trust and appeared to contradict previous statements by DeepMind that patient data would not be connected to Google accounts or services.<sup id="cite_ref-140" class="reference"><a href="#cite_note-140"><span class="cite-bracket">[</span>140<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-141" class="reference"><a href="#cite_note-141"><span class="cite-bracket">[</span>141<span class="cite-bracket">]</span></a></sup> A spokesman for DeepMind said that patient data would still be kept separate from Google services or projects.<sup id="cite_ref-142" class="reference"><a href="#cite_note-142"><span class="cite-bracket">[</span>142<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="NHS_data-sharing_controversy">NHS data-sharing controversy</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=27" title="Edit section: NHS data-sharing controversy"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In April 2016, <i><a href="/wiki/New_Scientist" title="New Scientist">New Scientist</a></i> obtained a copy of a <a href="/wiki/Data_sharing" title="Data sharing">data sharing</a> agreement between DeepMind and the <a href="/wiki/Royal_Free_London_NHS_Foundation_Trust" title="Royal Free London NHS Foundation Trust">Royal Free London NHS Foundation Trust</a>. The latter operates three London hospitals where an estimated 1.6 million patients are treated annually. The agreement shows DeepMind Health had access to admissions, discharge and transfer data, accident and emergency, pathology and radiology, and critical care at these hospitals. This included personal details such as whether patients had been diagnosed with <a href="/wiki/HIV/AIDS" title="HIV/AIDS">HIV</a>, suffered from <a href="/wiki/Major_depressive_disorder" title="Major depressive disorder">depression</a> or had ever undergone an <a href="/wiki/Abortion" title="Abortion">abortion</a> in order to conduct research to seek better outcomes in various health conditions.<sup id="cite_ref-143" class="reference"><a href="#cite_note-143"><span class="cite-bracket">[</span>143<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-144" class="reference"><a href="#cite_note-144"><span class="cite-bracket">[</span>144<span class="cite-bracket">]</span></a></sup> </p><p>A complaint was filed to the <a href="/wiki/Information_Commissioner%27s_Office" title="Information Commissioner's Office">Information Commissioner's Office</a> (ICO), arguing that the data should be pseudonymised and encrypted.<sup id="cite_ref-145" class="reference"><a href="#cite_note-145"><span class="cite-bracket">[</span>145<span class="cite-bracket">]</span></a></sup> In May 2016, <i>New Scientist</i> published a further article claiming that the project had failed to secure approval from the Confidentiality Advisory Group of the <a href="/wiki/Medicines_and_Healthcare_products_Regulatory_Agency" title="Medicines and Healthcare products Regulatory Agency">Medicines and Healthcare products Regulatory Agency</a>.<sup id="cite_ref-146" class="reference"><a href="#cite_note-146"><span class="cite-bracket">[</span>146<span class="cite-bracket">]</span></a></sup> </p><p>In 2017, the ICO concluded a year-long investigation that focused on how the Royal Free NHS Foundation Trust tested the app, Streams, in late 2015 and 2016.<sup id="cite_ref-147" class="reference"><a href="#cite_note-147"><span class="cite-bracket">[</span>147<span class="cite-bracket">]</span></a></sup> The ICO found that the Royal Free failed to comply with the Data Protection Act when it provided patient details to DeepMind, and found several shortcomings in how the data was handled, including that patients were not adequately informed that their data would be used as part of the test. DeepMind published its thoughts<sup id="cite_ref-148" class="reference"><a href="#cite_note-148"><span class="cite-bracket">[</span>148<span class="cite-bracket">]</span></a></sup> on the investigation in July 2017, saying "we need to do better" and highlighting several activities and initiatives they had initiated for transparency, oversight and engagement. This included developing a patient and public involvement strategy<sup id="cite_ref-149" class="reference"><a href="#cite_note-149"><span class="cite-bracket">[</span>149<span class="cite-bracket">]</span></a></sup> and being transparent in its partnerships. </p><p>In May 2017, <i>Sky News</i> published a leaked letter from the National Data Guardian, Dame <a href="/wiki/Fiona_Caldicott" title="Fiona Caldicott">Fiona Caldicott</a>, revealing that in her "considered opinion" the data-sharing agreement between DeepMind and the Royal Free took place on an "inappropriate legal basis".<sup id="cite_ref-150" class="reference"><a href="#cite_note-150"><span class="cite-bracket">[</span>150<span class="cite-bracket">]</span></a></sup> The Information Commissioner's Office ruled in July 2017 that the Royal Free hospital failed to comply with the Data Protection Act when it handed over personal data of 1.6 million patients to DeepMind.<sup id="cite_ref-151" class="reference"><a href="#cite_note-151"><span class="cite-bracket">[</span>151<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="DeepMind_Ethics_and_Society">DeepMind Ethics and Society</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=28" title="Edit section: DeepMind Ethics and Society"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In October 2017, DeepMind announced a new research unit, DeepMind Ethics & Society.<sup id="cite_ref-152" class="reference"><a href="#cite_note-152"><span class="cite-bracket">[</span>152<span class="cite-bracket">]</span></a></sup> Their goal is to fund external research of the following themes: privacy, transparency, and fairness; economic impacts; governance and accountability; managing AI risk; AI morality and values; and how AI can address the world's challenges. As a result, the team hopes to further understand the ethical implications of AI and aid society to seeing AI can be beneficial.<sup id="cite_ref-153" class="reference"><a href="#cite_note-153"><span class="cite-bracket">[</span>153<span class="cite-bracket">]</span></a></sup> </p><p>This new subdivision of DeepMind is a completely separate unit from the partnership of leading companies using AI, academia, civil society organizations and nonprofits of the name <a href="/wiki/Partnership_on_AI" title="Partnership on AI">Partnership on Artificial Intelligence to Benefit People and Society</a> of which DeepMind is also a part.<sup id="cite_ref-154" class="reference"><a href="#cite_note-154"><span class="cite-bracket">[</span>154<span class="cite-bracket">]</span></a></sup> The DeepMind Ethics and Society board is also distinct from the mooted AI Ethics Board that <a href="/wiki/Google" title="Google">Google</a> originally agreed to form when acquiring DeepMind.<sup id="cite_ref-155" class="reference"><a href="#cite_note-155"><span class="cite-bracket">[</span>155<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="DeepMind_Professors_of_machine_learning">DeepMind Professors of machine learning</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=29" title="Edit section: DeepMind Professors of machine learning"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>DeepMind sponsors three <a href="/wiki/Academic_ranks_in_the_United_Kingdom" title="Academic ranks in the United Kingdom">chairs</a> of machine learning: </p> <ol><li>At the <a href="/wiki/University_of_Cambridge" title="University of Cambridge">University of Cambridge</a>, held by <a href="/wiki/Neil_Lawrence" title="Neil Lawrence">Neil Lawrence</a>,<sup id="cite_ref-156" class="reference"><a href="#cite_note-156"><span class="cite-bracket">[</span>156<span class="cite-bracket">]</span></a></sup> in the <a href="/wiki/Department_of_Computer_Science_and_Technology,_University_of_Cambridge" title="Department of Computer Science and Technology, University of Cambridge">Department of Computer Science and Technology</a>,</li> <li>At the <a href="/wiki/University_of_Oxford" title="University of Oxford">University of Oxford</a>, held by <a href="/wiki/Michael_Bronstein" title="Michael Bronstein">Michael Bronstein</a>,<sup id="cite_ref-157" class="reference"><a href="#cite_note-157"><span class="cite-bracket">[</span>157<span class="cite-bracket">]</span></a></sup> in the <a href="/wiki/Department_of_Computer_Science,_University_of_Oxford" title="Department of Computer Science, University of Oxford">Department of Computer Science</a>, and</li> <li>At the <a href="/wiki/University_College_London" title="University College London">University College London</a>, held by Marc Deisenroth,<sup id="cite_ref-158" class="reference"><a href="#cite_note-158"><span class="cite-bracket">[</span>158<span class="cite-bracket">]</span></a></sup> in the Department of Computer Science.</li></ol> <div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=30" title="Edit section: See also"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><a href="/wiki/Anthropic" title="Anthropic">Anthropic</a></li> <li><a href="/wiki/Cohere" title="Cohere">Cohere</a></li> <li><a href="/wiki/Glossary_of_artificial_intelligence" title="Glossary of artificial intelligence">Glossary of artificial intelligence</a></li> <li><a href="/wiki/OpenAI" title="OpenAI">OpenAI</a></li> <li><a href="/wiki/Robot_Constitution" title="Robot Constitution">Robot Constitution</a></li></ul> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=31" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist .references{font-size:100%;margin-bottom:0;list-style-type:inherit}.mw-parser-output .reflist-columns-2{column-width:30em}.mw-parser-output .reflist-columns-3{column-width:25em}.mw-parser-output .reflist-columns{margin-top:0.3em}.mw-parser-output .reflist-columns ol{margin-top:0}.mw-parser-output .reflist-columns li{page-break-inside:avoid;break-inside:avoid-column}.mw-parser-output .reflist-upper-alpha{list-style-type:upper-alpha}.mw-parser-output .reflist-upper-roman{list-style-type:upper-roman}.mw-parser-output .reflist-lower-alpha{list-style-type:lower-alpha}.mw-parser-output .reflist-lower-greek{list-style-type:lower-greek}.mw-parser-output .reflist-lower-roman{list-style-type:lower-roman}</style><div class="reflist"> <div class="mw-references-wrap mw-references-columns"><ol class="references"> <li id="cite_note-CompaniesHouse-1"><span class="mw-cite-backlink">^ <a href="#cite_ref-CompaniesHouse_1-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-CompaniesHouse_1-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><style data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://find-and-update.company-information.service.gov.uk/company/07386350">"DeepMind Technologies Limited overview - Find and update company information - Gov.uk"</a>. <i><a href="/wiki/Companies_House" title="Companies House">Companies House</a></i>. 23 September 2010<span class="reference-accessdate">. Retrieved <span class="nowrap">14 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Companies+House&rft.atitle=DeepMind+Technologies+Limited+overview+-+Find+and+update+company+information+-+Gov.uk&rft.date=2010-09-23&rft_id=https%3A%2F%2Ffind-and-update.company-information.service.gov.uk%2Fcompany%2F07386350&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-economist-2"><span class="mw-cite-backlink">^ <a href="#cite_ref-economist_2-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-economist_2-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.economist.com/1843/2019/03/01/deepmind-and-google-the-battle-to-control-artificial-intelligence">"DeepMind and Google: the battle to control artificial intelligence"</a>. <i>The Economist</i><span class="reference-accessdate">. Retrieved <span class="nowrap">22 September</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Economist&rft.atitle=DeepMind+and+Google%3A+the+battle+to+control+artificial+intelligence&rft_id=https%3A%2F%2Fwww.economist.com%2F1843%2F2019%2F03%2F01%2Fdeepmind-and-google-the-battle-to-control-artificial-intelligence&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-3"><span class="mw-cite-backlink"><b><a href="#cite_ref-3">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.ses-ltd.co.uk/case-study/kings-cross-s2-building/">"King's Cross – S2 Building – SES Engineering Services"</a>. <i>ses-ltd.co.uk</i><span class="reference-accessdate">. Retrieved <span class="nowrap">14 July</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=ses-ltd.co.uk&rft.atitle=King%27s+Cross+%E2%80%93+S2+Building+%E2%80%93+SES+Engineering+Services&rft_id=https%3A%2F%2Fwww.ses-ltd.co.uk%2Fcase-study%2Fkings-cross-s2-building%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-AR23-4"><span class="mw-cite-backlink">^ <a href="#cite_ref-AR23_4-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-AR23_4-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-AR23_4-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://find-and-update.company-information.service.gov.uk/company/07386350/filing-history/MzQzODE0ODI0MGFkaXF6a2N4/document?format=pdf&download=0">"Full accounts made up to 31 December 2023"</a>. Companies House. 7 October 2024. p. 11.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Full+accounts+made+up+to+31+December+2023&rft.pages=11&rft.pub=Companies+House&rft.date=2024-10-07&rft_id=https%3A%2F%2Ffind-and-update.company-information.service.gov.uk%2Fcompany%2F07386350%2Ffiling-history%2FMzQzODE0ODI0MGFkaXF6a2N4%2Fdocument%3Fformat%3Dpdf%26download%3D0&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-5"><span class="mw-cite-backlink"><b><a href="#cite_ref-5">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://find-and-update.company-information.service.gov.uk/company/12181850/persons-with-significant-control">"Deepmind Holdings Limited persons with significant control – Find and update company information – GOV.UK"</a>. <i><a href="/wiki/Companies_House" title="Companies House">Companies House</a></i>. 30 August 2019<span class="reference-accessdate">. Retrieved <span class="nowrap">7 May</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Companies+House&rft.atitle=Deepmind+Holdings+Limited+persons+with+significant+control+%E2%80%93+Find+and+update+company+information+%E2%80%93+GOV.UK&rft.date=2019-08-30&rft_id=https%3A%2F%2Ffind-and-update.company-information.service.gov.uk%2Fcompany%2F12181850%2Fpersons-with-significant-control&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-6"><span class="mw-cite-backlink"><b><a href="#cite_ref-6">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFLangley2024" class="citation web cs1">Langley, Hugh (16 May 2024). <a rel="nofollow" class="external text" href="https://www.businessinsider.com/google-ceo-sundar-pichai-shook-up-leadership-ai-era-2024-5">"How Google CEO Sundar Pichai shook up his leadership team for the AI era"</a>. <i>Business Insider</i>. <a rel="nofollow" class="external text" href="https://archive.today/20240520084735/https://www.businessinsider.com/google-ceo-sundar-pichai-shook-up-leadership-ai-era-2024-5">Archived</a> from the original on 20 May 2024.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Business+Insider&rft.atitle=How+Google+CEO+Sundar+Pichai+shook+up+his+leadership+team+for+the+AI+era&rft.date=2024-05-16&rft.aulast=Langley&rft.aufirst=Hugh&rft_id=https%3A%2F%2Fwww.businessinsider.com%2Fgoogle-ceo-sundar-pichai-shook-up-leadership-ai-era-2024-5&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-7"><span class="mw-cite-backlink"><b><a href="#cite_ref-7">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://find-and-update.company-information.service.gov.uk/company/07386350/persons-with-significant-control">"Deepmind Technologies Limited persons with significant control – Find and update company information – Gov.uk"</a>. <i><a href="/wiki/Companies_House" title="Companies House">Companies House</a></i>. 4 November 2019<span class="reference-accessdate">. Retrieved <span class="nowrap">14 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Companies+House&rft.atitle=Deepmind+Technologies+Limited+persons+with+significant+control+%E2%80%93+Find+and+update+company+information+%E2%80%93+Gov.uk&rft.date=2019-11-04&rft_id=https%3A%2F%2Ffind-and-update.company-information.service.gov.uk%2Fcompany%2F07386350%2Fpersons-with-significant-control&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:4-8"><span class="mw-cite-backlink">^ <a href="#cite_ref-:4_8-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:4_8-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBray2014" class="citation web cs1">Bray, Chad (27 January 2014). <a rel="nofollow" class="external text" href="https://dealbook.nytimes.com/2014/01/27/google-acquires-british-artificial-intelligence-developer/">"Google Acquires British Artificial Intelligence Developer"</a>. <i>DealBook</i><span class="reference-accessdate">. Retrieved <span class="nowrap">4 November</span> 2019</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DealBook&rft.atitle=Google+Acquires+British+Artificial+Intelligence+Developer&rft.date=2014-01-27&rft.aulast=Bray&rft.aufirst=Chad&rft_id=https%3A%2F%2Fdealbook.nytimes.com%2F2014%2F01%2F27%2Fgoogle-acquires-british-artificial-intelligence-developer%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:5-9"><span class="mw-cite-backlink"><b><a href="#cite_ref-:5_9-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/about/">"About Us"</a>. <i>DeepMind</i>. 14 May 2024.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=About+Us&rft.date=2024-05-14&rft_id=https%3A%2F%2Fdeepmind.com%2Fabout%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-10"><span class="mw-cite-backlink"><b><a href="#cite_ref-10">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/a-return-to-paris/">"A return to Paris"</a>. <i>DeepMind</i>. 14 May 2024.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=A+return+to+Paris&rft.date=2024-05-14&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Fa-return-to-paris%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-arxiv-11"><span class="mw-cite-backlink"><b><a href="#cite_ref-arxiv_11-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGravesWayneDanihelka2014" class="citation arxiv cs1"><a href="/wiki/Alex_Graves_(computer_scientist)" title="Alex Graves (computer scientist)">Graves, Alex</a>; Wayne, Greg; Danihelka, Ivo (2014). "Neural Turing Machines". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1410.5401">1410.5401</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.NE">cs.NE</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Neural+Turing+Machines&rft.date=2014&rft_id=info%3Aarxiv%2F1410.5401&rft.aulast=Graves&rft.aufirst=Alex&rft.au=Wayne%2C+Greg&rft.au=Danihelka%2C+Ivo&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-12"><span class="mw-cite-backlink"><b><a href="#cite_ref-12">^</a></b></span> <span class="reference-text"><a rel="nofollow" class="external text" href="http://www.technologyreview.com/view/533741/best-of-2014-googles-secretive-deepmind-startup-unveils-a-neural-turing-machine/">Best of 2014: Google's Secretive DeepMind Startup Unveils a "Neural Turing Machine"</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20151204081728/http://www.technologyreview.com/view/533741/best-of-2014-googles-secretive-deepmind-startup-unveils-a-neural-turing-machine/">Archived</a> 4 December 2015 at the <a href="/wiki/Wayback_Machine" title="Wayback Machine">Wayback Machine</a>, <i><a href="/wiki/MIT_Technology_Review" title="MIT Technology Review">MIT Technology Review</a></i></span> </li> <li id="cite_note-DNCnature2016-13"><span class="mw-cite-backlink"><b><a href="#cite_ref-DNCnature2016_13-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGravesWayneReynoldsHarley2016" class="citation journal cs1"><a href="/wiki/Alex_Graves_(computer_scientist)" title="Alex Graves (computer scientist)">Graves, Alex</a>; Wayne, Greg; Reynolds, Malcolm; Harley, Tim; Danihelka, Ivo; Grabska-Barwińska, Agnieszka; Colmenarejo, Sergio Gómez; Grefenstette, Edward; Ramalho, Tiago (12 October 2016). <a rel="nofollow" class="external text" href="https://ora.ox.ac.uk/objects/uuid:dd8473bd-2d70-424d-881b-86d9c9c66b51">"Hybrid computing using a neural network with dynamic external memory"</a>. <i>Nature</i>. <b>538</b> (7626): <span class="nowrap">471–</span>476. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2016Natur.538..471G">2016Natur.538..471G</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fnature20101">10.1038/nature20101</a>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/1476-4687">1476-4687</a>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/27732574">27732574</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:205251479">205251479</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=Hybrid+computing+using+a+neural+network+with+dynamic+external+memory&rft.volume=538&rft.issue=7626&rft.pages=%3Cspan+class%3D%22nowrap%22%3E471-%3C%2Fspan%3E476&rft.date=2016-10-12&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A205251479%23id-name%3DS2CID&rft_id=info%3Abibcode%2F2016Natur.538..471G&rft.issn=1476-4687&rft_id=info%3Adoi%2F10.1038%2Fnature20101&rft_id=info%3Apmid%2F27732574&rft.aulast=Graves&rft.aufirst=Alex&rft.au=Wayne%2C+Greg&rft.au=Reynolds%2C+Malcolm&rft.au=Harley%2C+Tim&rft.au=Danihelka%2C+Ivo&rft.au=Grabska-Barwi%C5%84ska%2C+Agnieszka&rft.au=Colmenarejo%2C+Sergio+G%C3%B3mez&rft.au=Grefenstette%2C+Edward&rft.au=Ramalho%2C+Tiago&rft_id=https%3A%2F%2Fora.ox.ac.uk%2Fobjects%2Fuuid%3Add8473bd-2d70-424d-881b-86d9c9c66b51&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-14"><span class="mw-cite-backlink"><b><a href="#cite_ref-14">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFKohs2017" class="citation cs2">Kohs, Greg (29 September 2017), <a rel="nofollow" class="external text" href="https://www.imdb.com/title/tt6700846/"><i>AlphaGo</i></a>, Ioannis Antonoglou, Lucas Baker, Nick Bostrom<span class="reference-accessdate">, retrieved <span class="nowrap">9 January</span> 2018</span></cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=AlphaGo&rft.date=2017-09-29&rft.aulast=Kohs&rft.aufirst=Greg&rft_id=https%3A%2F%2Fwww.imdb.com%2Ftitle%2Ftt6700846%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-15"><span class="mw-cite-backlink"><b><a href="#cite_ref-15">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFSilverHubertSchrittwieserAntonoglou2017" class="citation arxiv cs1"><a href="/wiki/David_Silver_(programmer)" class="mw-redirect" title="David Silver (programmer)">Silver, David</a>; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; <a href="/wiki/Demis_Hassabis" title="Demis Hassabis">Hassabis, Demis</a> (5 December 2017). "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1712.01815">1712.01815</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.AI">cs.AI</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Mastering+Chess+and+Shogi+by+Self-Play+with+a+General+Reinforcement+Learning+Algorithm&rft.date=2017-12-05&rft_id=info%3Aarxiv%2F1712.01815&rft.aulast=Silver&rft.aufirst=David&rft.au=Hubert%2C+Thomas&rft.au=Schrittwieser%2C+Julian&rft.au=Antonoglou%2C+Ioannis&rft.au=Lai%2C+Matthew&rft.au=Guez%2C+Arthur&rft.au=Lanctot%2C+Marc&rft.au=Sifre%2C+Laurent&rft.au=Kumaran%2C+Dharshan&rft.au=Graepel%2C+Thore&rft.au=Lillicrap%2C+Timothy&rft.au=Simonyan%2C+Karen&rft.au=Hassabis%2C+Demis&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-16"><span class="mw-cite-backlink"><b><a href="#cite_ref-16">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFCallaway2020" class="citation news cs1">Callaway, Ewen (30 November 2020). <a rel="nofollow" class="external text" href="https://www.nature.com/articles/d41586-020-03348-4">"<span class="cs1-kern-left"></span>'It will change everything': DeepMind's AI makes gigantic leap in solving protein structures"</a>. <i>Nature</i><span class="reference-accessdate">. Retrieved <span class="nowrap">31 August</span> 2021</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=%27It+will+change+everything%27%3A+DeepMind%27s+AI+makes+gigantic+leap+in+solving+protein+structures&rft.date=2020-11-30&rft.aulast=Callaway&rft.aufirst=Ewen&rft_id=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-03348-4&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-geddes-17"><span class="mw-cite-backlink">^ <a href="#cite_ref-geddes_17-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-geddes_17-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGeddes2022" class="citation news cs1">Geddes, Linda (28 July 2022). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2022/jul/28/deepmind-uncovers-structure-of-200m-proteins-in-scientific-leap-forward">"DeepMind uncovers structure of 200m proteins in scientific leap forward"</a>. <i>The Guardian</i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=DeepMind+uncovers+structure+of+200m+proteins+in+scientific+leap+forward&rft.date=2022-07-28&rft.aulast=Geddes&rft.aufirst=Linda&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2022%2Fjul%2F28%2Fdeepmind-uncovers-structure-of-200m-proteins-in-scientific-leap-forward&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-alphafold_DB-18"><span class="mw-cite-backlink">^ <a href="#cite_ref-alphafold_DB_18-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-alphafold_DB_18-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.deepmind.com/blog/alphafold-reveals-the-structure-of-the-protein-universe">"AlphaFold reveals the structure of the protein universe"</a>. <i>DeepMind</i>. 28 July 2022.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=AlphaFold+reveals+the+structure+of+the+protein+universe&rft.date=2022-07-28&rft_id=https%3A%2F%2Fwww.deepmind.com%2Fblog%2Falphafold-reveals-the-structure-of-the-protein-universe&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-19"><span class="mw-cite-backlink"><b><a href="#cite_ref-19">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/shortcuts/2014/jan/28/demis-hassabis-15-facts-deepmind-technologies-founder-google">"Demis Hassabis: 15 facts about the DeepMind Technologies founder"</a>. <i>The Guardian</i><span class="reference-accessdate">. Retrieved <span class="nowrap">12 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=Demis+Hassabis%3A+15+facts+about+the+DeepMind+Technologies+founder&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2Fshortcuts%2F2014%2Fjan%2F28%2Fdemis-hassabis-15-facts-deepmind-technologies-founder-google&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-20"><span class="mw-cite-backlink"><b><a href="#cite_ref-20">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMarr" class="citation news cs1">Marr, Bernard. <a rel="nofollow" class="external text" href="https://www.forbes.com/sites/bernardmarr/2017/02/02/how-googles-amazing-ai-start-up-deepmind-is-making-our-world-a-smarter-place/#3f5f079ddfff">"How Google's Amazing AI Start-Up 'DeepMind' Is Making Our World A Smarter Place"</a>. <i>Forbes</i><span class="reference-accessdate">. Retrieved <span class="nowrap">30 June</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Forbes&rft.atitle=How+Google%27s+Amazing+AI+Start-Up+%27DeepMind%27+Is+Making+Our+World+A+Smarter+Place&rft.aulast=Marr&rft.aufirst=Bernard&rft_id=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fbernardmarr%2F2017%2F02%2F02%2Fhow-googles-amazing-ai-start-up-deepmind-is-making-our-world-a-smarter-place%2F%233f5f079ddfff&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-21"><span class="mw-cite-backlink"><b><a href="#cite_ref-21">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFCookson2014" class="citation news cs1">Cookson, Robert (27 January 2014). <a rel="nofollow" class="external text" href="https://www.ft.com/cms/s/0/b09dbd40-876a-11e3-9c5c-00144feab7de.html#axzz3G6ykG7uq">"DeepMind buy heralds rise of the machines"</a>. <i>Financial Times</i><span class="reference-accessdate">. Retrieved <span class="nowrap">14 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Financial+Times&rft.atitle=DeepMind+buy+heralds+rise+of+the+machines&rft.date=2014-01-27&rft.aulast=Cookson&rft.aufirst=Robert&rft_id=http%3A%2F%2Fwww.ft.com%2Fcms%2Fs%2F0%2Fb09dbd40-876a-11e3-9c5c-00144feab7de.html%23axzz3G6ykG7uq&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-22"><span class="mw-cite-backlink"><b><a href="#cite_ref-22">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://angel.co/deepmind-technologies-limited">"DeepMind Technologies Investors"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">12 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=DeepMind+Technologies+Investors&rft_id=https%3A%2F%2Fangel.co%2Fdeepmind-technologies-limited&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-23"><span class="mw-cite-backlink"><b><a href="#cite_ref-23">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFShead" class="citation web cs1">Shead, Sam. <a rel="nofollow" class="external text" href="https://www.businessinsider.com/how-deepmind-convinced-peter-thiel-to-invest-outside-silicon-valley-2017-7">"How DeepMind convinced billionaire Peter Thiel to invest without moving the company to Silicon Valley"</a>. Business Insider.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=How+DeepMind+convinced+billionaire+Peter+Thiel+to+invest+without+moving+the+company+to+Silicon+Valley&rft.pub=Business+Insider&rft.aulast=Shead&rft.aufirst=Sam&rft_id=https%3A%2F%2Fwww.businessinsider.com%2Fhow-deepmind-convinced-peter-thiel-to-invest-outside-silicon-valley-2017-7&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-24"><span class="mw-cite-backlink"><b><a href="#cite_ref-24">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFRowan2015" class="citation magazine cs1">Rowan, David (22 June 2015). <a rel="nofollow" class="external text" href="https://www.wired.co.uk/article/deepmind">"DeepMind: inside Google's super-brain"</a>. <i>Wired UK</i>. <a rel="nofollow" class="external text" href="https://web.archive.org/web/20230903223821/https://www.wired.co.uk/article/deepmind">Archived</a> from the original on 3 September 2023.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Wired+UK&rft.atitle=DeepMind%3A+inside+Google%27s+super-brain&rft.date=2015-06-22&rft.aulast=Rowan&rft.aufirst=David&rft_id=https%3A%2F%2Fwww.wired.co.uk%2Farticle%2Fdeepmind&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-25"><span class="mw-cite-backlink"><b><a href="#cite_ref-25">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://recode.net/2014/01/26/exclusive-google-to-buy-artificial-intelligence-startup-deepmind-for-400m/">"Recode.net – DeepMind Technologies Acquisition"</a>. 26 January 2014<span class="reference-accessdate">. Retrieved <span class="nowrap">27 January</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Recode.net+%E2%80%93+DeepMind+Technologies+Acquisition&rft.date=2014-01-26&rft_id=http%3A%2F%2Frecode.net%2F2014%2F01%2F26%2Fexclusive-google-to-buy-artificial-intelligence-startup-deepmind-for-400m%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-26"><span class="mw-cite-backlink"><b><a href="#cite_ref-26">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.reuters.com/article/google-deepmind-idUSL2N0L102A20140127">"Google to buy artificial intelligence company DeepMind"</a>. <i>Reuters</i>. 26 January 2014<span class="reference-accessdate">. Retrieved <span class="nowrap">12 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Reuters&rft.atitle=Google+to+buy+artificial+intelligence+company+DeepMind&rft.date=2014-01-26&rft_id=https%3A%2F%2Fwww.reuters.com%2Farticle%2Fgoogle-deepmind-idUSL2N0L102A20140127&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-27"><span class="mw-cite-backlink"><b><a href="#cite_ref-27">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2014/jan/27/google-acquires-uk-artificial-intelligence-startup-deepmind">"Google Acquires UK AI startup Deepmind"</a>. <i>The Guardian</i><span class="reference-accessdate">. Retrieved <span class="nowrap">27 January</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=Google+Acquires+UK+AI+startup+Deepmind&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2014%2Fjan%2F27%2Fgoogle-acquires-uk-artificial-intelligence-startup-deepmind&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-28"><span class="mw-cite-backlink"><b><a href="#cite_ref-28">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://techcrunch.com/2014/01/26/google-deepmind/">"Report of Acquisition, TechCrunch"</a>. <i>TechCrunch</i><span class="reference-accessdate">. Retrieved <span class="nowrap">27 January</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=TechCrunch&rft.atitle=Report+of+Acquisition%2C+TechCrunch&rft_id=https%3A%2F%2Ftechcrunch.com%2F2014%2F01%2F26%2Fgoogle-deepmind%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-29"><span class="mw-cite-backlink"><b><a href="#cite_ref-29">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.theinformation.com/Google-beat-Facebook-For-DeepMind-Creates-Ethics-Board">"Google beats Facebook for Acquisition of DeepMind Technologies"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">27 January</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Google+beats+Facebook+for+Acquisition+of+DeepMind+Technologies&rft_id=https%3A%2F%2Fwww.theinformation.com%2FGoogle-beat-Facebook-For-DeepMind-Creates-Ethics-Board&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-nature2015-30"><span class="mw-cite-backlink">^ <a href="#cite_ref-nature2015_30-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-nature2015_30-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMnihKavukcuogluSilver2015" class="citation journal cs1">Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David (26 February 2015). "Human-level control through deep reinforcement learning". <i>Nature</i>. <b>518</b> (7540): <span class="nowrap">529–</span>33. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2015Natur.518..529M">2015Natur.518..529M</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fnature14236">10.1038/nature14236</a>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/25719670">25719670</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:205242740">205242740</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=Human-level+control+through+deep+reinforcement+learning&rft.volume=518&rft.issue=7540&rft.pages=%3Cspan+class%3D%22nowrap%22%3E529-%3C%2Fspan%3E33&rft.date=2015-02-26&rft_id=info%3Adoi%2F10.1038%2Fnature14236&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A205242740%23id-name%3DS2CID&rft_id=info%3Apmid%2F25719670&rft_id=info%3Abibcode%2F2015Natur.518..529M&rft.aulast=Mnih&rft.aufirst=Volodymyr&rft.au=Kavukcuoglu%2C+Koray&rft.au=Silver%2C+David&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-31"><span class="mw-cite-backlink"><b><a href="#cite_ref-31">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.cl.cam.ac.uk/ring/awards.html">"Hall of Fame Awards: To celebrate the success of companies founded by Computer Laboratory graduates"</a>. University of Cambridge<span class="reference-accessdate">. Retrieved <span class="nowrap">12 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Hall+of+Fame+Awards%3A+To+celebrate+the+success+of+companies+founded+by+Computer+Laboratory+graduates.&rft.pub=University+of+Cambridge&rft_id=https%3A%2F%2Fwww.cl.cam.ac.uk%2Fring%2Fawards.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-32"><span class="mw-cite-backlink"><b><a href="#cite_ref-32">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFLomas" class="citation news cs1">Lomas, Natasha. <a rel="nofollow" class="external text" href="https://techcrunch.com/2017/08/31/documents-detail-deepminds-plan-to-apply-ai-to-nhs-data-in-2015/">"Documents detail DeepMind's plan to apply AI to NHS data in 2015"</a>. <i>TechCrunch</i><span class="reference-accessdate">. Retrieved <span class="nowrap">26 September</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=TechCrunch&rft.atitle=Documents+detail+DeepMind%27s+plan+to+apply+AI+to+NHS+data+in+2015&rft.aulast=Lomas&rft.aufirst=Natasha&rft_id=https%3A%2F%2Ftechcrunch.com%2F2017%2F08%2F31%2Fdocuments-detail-deepminds-plan-to-apply-ai-to-nhs-data-in-2015%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-33"><span class="mw-cite-backlink"><b><a href="#cite_ref-33">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation magazine cs1"><a rel="nofollow" class="external text" href="https://www.forbes.com/sites/privacynotice/2014/02/03/inside-googles-mysterious-ethics-board/">"Inside Google's Mysterious Ethics Board"</a>. <i>Forbes</i>. 3 February 2014<span class="reference-accessdate">. Retrieved <span class="nowrap">12 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Forbes&rft.atitle=Inside+Google%27s+Mysterious+Ethics+Board&rft.date=2014-02-03&rft_id=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fprivacynotice%2F2014%2F02%2F03%2Finside-googles-mysterious-ethics-board%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-theguardian.com_2016-05-04-34"><span class="mw-cite-backlink"><b><a href="#cite_ref-theguardian.com_2016-05-04_34-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFRamesh2016" class="citation news cs1">Ramesh, Randeep (4 May 2016). <a rel="nofollow" class="external text" href="https://web.archive.org/web/20161013145134/https://www.theguardian.com/commentisfree/2016/may/04/googles-deepmind-shouldnt-be-sucking-up-our-nhs-records-in-secret">"Google's DeepMind shouldn't suck up our NHS records in secret"</a>. <i>The Guardian</i>. Archived from <a rel="nofollow" class="external text" href="https://www.theguardian.com/commentisfree/2016/may/04/googles-deepmind-shouldnt-be-sucking-up-our-nhs-records-in-secret">the original</a> on 13 October 2016<span class="reference-accessdate">. Retrieved <span class="nowrap">19 October</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=Google%27s+DeepMind+shouldn%27t+suck+up+our+NHS+records+in+secret&rft.date=2016-05-04&rft.aulast=Ramesh&rft.aufirst=Randeep&rft_id=https%3A%2F%2Fwww.theguardian.com%2Fcommentisfree%2F2016%2Fmay%2F04%2Fgoogles-deepmind-shouldnt-be-sucking-up-our-nhs-records-in-secret&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-35"><span class="mw-cite-backlink"><b><a href="#cite_ref-35">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHern2017" class="citation news cs1">Hern, Alex (4 October 2017). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2017/oct/04/google-deepmind-ai-artificial-intelligence-ethics-group-problems">"DeepMind announces ethics group to focus on problems of AI"</a>. <i>The Guardian</i> – via www.theguardian.com.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=DeepMind+announces+ethics+group+to+focus+on+problems+of+AI&rft.date=2017-10-04&rft.aulast=Hern&rft.aufirst=Alex&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2017%2Foct%2F04%2Fgoogle-deepmind-ai-artificial-intelligence-ethics-group-problems&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-36"><span class="mw-cite-backlink"><b><a href="#cite_ref-36">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="http://www.businessinsider.com/deepmind-has-launched-a-new-ethics-and-society-research-team-2017-10">"DeepMind has launched a new 'ethics and society' research team"</a>. <i>Business Insider</i><span class="reference-accessdate">. Retrieved <span class="nowrap">25 October</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Business+Insider&rft.atitle=DeepMind+has+launched+a+new+%27ethics+and+society%27+research+team&rft_id=http%3A%2F%2Fwww.businessinsider.com%2Fdeepmind-has-launched-a-new-ethics-and-society-research-team-2017-10&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-37"><span class="mw-cite-backlink"><b><a href="#cite_ref-37">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.theverge.com/2017/10/4/16417978/deepmind-ai-ethics-society-research-group">"DeepMind launches new research team to investigate AI ethics"</a>. <i>The Verge</i><span class="reference-accessdate">. Retrieved <span class="nowrap">25 October</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Verge&rft.atitle=DeepMind+launches+new+research+team+to+investigate+AI+ethics&rft_id=https%3A%2F%2Fwww.theverge.com%2F2017%2F10%2F4%2F16417978%2Fdeepmind-ai-ethics-society-research-group&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-SuleymanDeparture-38"><span class="mw-cite-backlink"><b><a href="#cite_ref-SuleymanDeparture_38-0">^</a></b></span> <span class="reference-text">Madhumita Murgia, <a rel="nofollow" class="external text" href="https://www.ft.com/content/02757f12-1780-11ea-9ee4-11f260415385">"DeepMind co-founder leaves for policy role at Google"</a>, <a href="/wiki/Financial_Times" title="Financial Times">Financial Times</a>, 5 December 2019</span> </li> <li id="cite_note-39"><span class="mw-cite-backlink"><b><a href="#cite_ref-39">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBlogs2024" class="citation web cs1">Blogs, Microsoft Corporate (19 March 2024). <a rel="nofollow" class="external text" href="https://blogs.microsoft.com/blog/2024/03/19/mustafa-suleyman-deepmind-and-inflection-co-founder-joins-microsoft-to-lead-copilot/">"Mustafa Suleyman, DeepMind and Inflection Co-founder, joins Microsoft to lead Copilot"</a>. <i>The Official Microsoft Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">20 March</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Official+Microsoft+Blog&rft.atitle=Mustafa+Suleyman%2C+DeepMind+and+Inflection+Co-founder%2C+joins+Microsoft+to+lead+Copilot&rft.date=2024-03-19&rft.aulast=Blogs&rft.aufirst=Microsoft+Corporate&rft_id=https%3A%2F%2Fblogs.microsoft.com%2Fblog%2F2024%2F03%2F19%2Fmustafa-suleyman-deepmind-and-inflection-co-founder-joins-microsoft-to-lead-copilot%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-40"><span class="mw-cite-backlink"><b><a href="#cite_ref-40">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFRothPeters2023" class="citation web cs1">Roth, Emma; Peters, Jay (20 April 2023). <a rel="nofollow" class="external text" href="https://www.theverge.com/2023/4/20/23691468/google-ai-deepmind-brain-merger">"Google's big AI push will combine Brain and DeepMind into one team"</a>. <i><a href="/wiki/The_Verge" title="The Verge">The Verge</a></i>. <a rel="nofollow" class="external text" href="https://web.archive.org/web/20230420234052/https://www.theverge.com/2023/4/20/23691468/google-ai-deepmind-brain-merger">Archived</a> from the original on 20 April 2023<span class="reference-accessdate">. Retrieved <span class="nowrap">21 April</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Verge&rft.atitle=Google%27s+big+AI+push+will+combine+Brain+and+DeepMind+into+one+team&rft.date=2023-04-20&rft.aulast=Roth&rft.aufirst=Emma&rft.au=Peters%2C+Jay&rft_id=https%3A%2F%2Fwww.theverge.com%2F2023%2F4%2F20%2F23691468%2Fgoogle-ai-deepmind-brain-merger&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-41"><span class="mw-cite-backlink"><b><a href="#cite_ref-41">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFOlson2023" class="citation news cs1">Olson, Parmy (21 May 2023). <span class="id-lock-subscription" title="Paid subscription required"><a rel="nofollow" class="external text" href="https://www.wsj.com/articles/google-unit-deepmind-triedand-failedto-win-ai-autonomy-from-parent-11621592951">"Google Unit DeepMind Tried—and Failed—to Win AI Autonomy From Parent"</a></span>. <i><a href="/wiki/The_Wall_Street_Journal" title="The Wall Street Journal">The Wall Street Journal</a></i>. <a rel="nofollow" class="external text" href="https://archive.today/20210521120435/https://www.wsj.com/articles/google-unit-deepmind-triedand-failedto-win-ai-autonomy-from-parent-11621592951">Archived</a> from the original on 21 May 2021<span class="reference-accessdate">. Retrieved <span class="nowrap">12 September</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Wall+Street+Journal&rft.atitle=Google+Unit+DeepMind+Tried%E2%80%94and+Failed%E2%80%94to+Win+AI+Autonomy+From+Parent&rft.date=2023-05-21&rft.aulast=Olson&rft.aufirst=Parmy&rft_id=https%3A%2F%2Fwww.wsj.com%2Farticles%2Fgoogle-unit-deepmind-triedand-failedto-win-ai-autonomy-from-parent-11621592951&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-42"><span class="mw-cite-backlink"><b><a href="#cite_ref-42">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFAmodeiOlahSteinhardtChristiano2016" class="citation arxiv cs1">Amodei, Dario; Olah, Chris; Steinhardt, Jacob; Christiano, Paul; Schulman, John; Mané, Dan (21 June 2016). "Concrete Problems in AI Safety". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1606.06565">1606.06565</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.AI">cs.AI</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Concrete+Problems+in+AI+Safety&rft.date=2016-06-21&rft_id=info%3Aarxiv%2F1606.06565&rft.aulast=Amodei&rft.aufirst=Dario&rft.au=Olah%2C+Chris&rft.au=Steinhardt%2C+Jacob&rft.au=Christiano%2C+Paul&rft.au=Schulman%2C+John&rft.au=Man%C3%A9%2C+Dan&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-43"><span class="mw-cite-backlink"><b><a href="#cite_ref-43">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.bloomberg.com/news/articles/2017-12-11/deepmind-has-simple-tests-that-might-prevent-elon-musk-s-ai-apocalypse">"DeepMind Has Simple Tests That Might Prevent Elon Musk's AI Apocalypse"</a>. <i>Bloomberg.com</i>. 11 December 2017<span class="reference-accessdate">. Retrieved <span class="nowrap">8 January</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Bloomberg.com&rft.atitle=DeepMind+Has+Simple+Tests+That+Might+Prevent+Elon+Musk%27s+AI+Apocalypse&rft.date=2017-12-11&rft_id=https%3A%2F%2Fwww.bloomberg.com%2Fnews%2Farticles%2F2017-12-11%2Fdeepmind-has-simple-tests-that-might-prevent-elon-musk-s-ai-apocalypse&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-44"><span class="mw-cite-backlink"><b><a href="#cite_ref-44">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="http://fortune.com/2017/12/12/alphabet-deepmind-ai-safety-musk-games/">"Alphabet's DeepMind Is Using Games to Discover If Artificial Intelligence Can Break Free and Kill Us All"</a>. <i>Fortune</i><span class="reference-accessdate">. Retrieved <span class="nowrap">8 January</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Fortune&rft.atitle=Alphabet%27s+DeepMind+Is+Using+Games+to+Discover+If+Artificial+Intelligence+Can+Break+Free+and+Kill+Us+All&rft_id=http%3A%2F%2Ffortune.com%2F2017%2F12%2F12%2Falphabet-deepmind-ai-safety-musk-games%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-45"><span class="mw-cite-backlink"><b><a href="#cite_ref-45">^</a></b></span> <span class="reference-text"><a rel="nofollow" class="external text" href="https://www.engadget.com/2018/07/03/deepmind-ai-quake-iii-arena-human/">"DeepMind AI's new trick is playing 'Quake III Arena' like a human"</a>. <i>Engadget</i>. 3 July 2018.</span> </li> <li id="cite_note-46"><span class="mw-cite-backlink"><b><a href="#cite_ref-46">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFShead2020" class="citation news cs1">Shead, Sam (5 June 2020). <a rel="nofollow" class="external text" href="https://www.cnbc.com/2020/06/05/google-deepmind-alphago-buzz-dissipates.html">"Why the buzz around DeepMind is dissipating as it transitions from games to science"</a>. <i>CNBC</i><span class="reference-accessdate">. Retrieved <span class="nowrap">12 June</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=CNBC&rft.atitle=Why+the+buzz+around+DeepMind+is+dissipating+as+it+transitions+from+games+to+science&rft.date=2020-06-05&rft.aulast=Shead&rft.aufirst=Sam&rft_id=https%3A%2F%2Fwww.cnbc.com%2F2020%2F06%2F05%2Fgoogle-deepmind-alphago-buzz-dissipates.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-Atari_Paper-47"><span class="mw-cite-backlink">^ <a href="#cite_ref-Atari_Paper_47-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-Atari_Paper_47-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMnihKavukcuogluSilverGraves2013" class="citation arxiv cs1">Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David; Graves, Alex; Antonoglou, Ioannis; Wierstra, Daan; Riedmiller, Martin (12 December 2013). "Playing Atari with Deep Reinforcement Learning". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1312.5602">1312.5602</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.LG">cs.LG</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Playing+Atari+with+Deep+Reinforcement+Learning&rft.date=2013-12-12&rft_id=info%3Aarxiv%2F1312.5602&rft.aulast=Mnih&rft.aufirst=Volodymyr&rft.au=Kavukcuoglu%2C+Koray&rft.au=Silver%2C+David&rft.au=Graves%2C+Alex&rft.au=Antonoglou%2C+Ioannis&rft.au=Wierstra%2C+Daan&rft.au=Riedmiller%2C+Martin&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-hassabis_talk-48"><span class="mw-cite-backlink">^ <a href="#cite_ref-hassabis_talk_48-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-hassabis_talk_48-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-hassabis_talk_48-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation audio-visual cs1"><a rel="nofollow" class="external text" href="https://www.youtube.com/watch?v=EfGD2qveGdQ"><i>Deepmind artificial intelligence @ FDOT14</i></a>. 19 April 2014 – via <a href="/wiki/YouTube" title="YouTube">YouTube</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Deepmind+artificial+intelligence+%40+FDOT14&rft.date=2014-04-19&rft_id=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DEfGD2qveGdQ&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-49"><span class="mw-cite-backlink"><b><a href="#cite_ref-49">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://venturebeat.com/2018/12/29/a-look-back-at-some-of-ais-biggest-video-game-wins-in-2018/">"A look back at some of AI's biggest video game wins in 2018"</a>. <i>VentureBeat</i>. 29 December 2018<span class="reference-accessdate">. Retrieved <span class="nowrap">19 April</span> 2019</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=VentureBeat&rft.atitle=A+look+back+at+some+of+AI%27s+biggest+video+game+wins+in+2018&rft.date=2018-12-29&rft_id=https%3A%2F%2Fventurebeat.com%2F2018%2F12%2F29%2Fa-look-back-at-some-of-ais-biggest-video-game-wins-in-2018%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-50"><span class="mw-cite-backlink"><b><a href="#cite_ref-50">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMnihKavukcuogluSilverGraves2013" class="citation arxiv cs1">Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David; Graves, Alex; Antonoglou, Ioannis; Wierstra, Daan; Riedmiller, Martin (19 December 2013). "Playing Atari with Deep Reinforcement Learning". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1312.5602">1312.5602</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.LG">cs.LG</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Playing+Atari+with+Deep+Reinforcement+Learning&rft.date=2013-12-19&rft_id=info%3Aarxiv%2F1312.5602&rft.aulast=Mnih&rft.aufirst=Volodymyr&rft.au=Kavukcuoglu%2C+Koray&rft.au=Silver%2C+David&rft.au=Graves%2C+Alex&rft.au=Antonoglou%2C+Ioannis&rft.au=Wierstra%2C+Daan&rft.au=Riedmiller%2C+Martin&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-arxiv_medium-51"><span class="mw-cite-backlink"><b><a href="#cite_ref-arxiv_medium_51-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://medium.com/the-physics-arxiv-blog/the-last-ai-breakthrough-deepmind-made-before-google-bought-it-for-400m-7952031ee5e1">"The Last AI Breakthrough DeepMind Made Before Google Bought It"</a>. The Physics <a href="/wiki/ArXiv" title="ArXiv">arXiv</a> Blog. 29 January 2014<span class="reference-accessdate">. Retrieved <span class="nowrap">12 October</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=The+Last+AI+Breakthrough+DeepMind+Made+Before+Google+Bought+It&rft.pub=The+Physics+arXiv+Blog&rft.date=2014-01-29&rft_id=https%3A%2F%2Fmedium.com%2Fthe-physics-arxiv-blog%2Fthe-last-ai-breakthrough-deepmind-made-before-google-bought-it-for-400m-7952031ee5e1&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-52"><span class="mw-cite-backlink"><b><a href="#cite_ref-52">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFAdrià_Puigdomènech_BadiaPiotKapturowskiSprechmann2020" class="citation arxiv cs1">Adrià Puigdomènech Badia; Piot, Bilal; Kapturowski, Steven; Sprechmann, Pablo; Vitvitskyi, Alex; Guo, Daniel; Blundell, Charles (30 March 2020). "Agent57: Outperforming the Atari Human Benchmark". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/2003.13350">2003.13350</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.LG">cs.LG</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Agent57%3A+Outperforming+the+Atari+Human+Benchmark&rft.date=2020-03-30&rft_id=info%3Aarxiv%2F2003.13350&rft.au=Adri%C3%A0+Puigdom%C3%A8nech+Badia&rft.au=Piot%2C+Bilal&rft.au=Kapturowski%2C+Steven&rft.au=Sprechmann%2C+Pablo&rft.au=Vitvitskyi%2C+Alex&rft.au=Guo%2C+Daniel&rft.au=Blundell%2C+Charles&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-53"><span class="mw-cite-backlink"><b><a href="#cite_ref-53">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/article/Agent57-Outperforming-the-human-Atari-benchmark">"Agent57: Outperforming the Atari Human Benchmark"</a>. <i>DeepMind</i>. 31 March 2020<span class="reference-accessdate">. Retrieved <span class="nowrap">25 May</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=Agent57%3A+Outperforming+the+Atari+Human+Benchmark&rft.date=2020-03-31&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Farticle%2FAgent57-Outperforming-the-human-Atari-benchmark&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-54"><span class="mw-cite-backlink"><b><a href="#cite_ref-54">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFLinder2020" class="citation news cs1">Linder, Courtney (2 April 2020). <a rel="nofollow" class="external text" href="https://www.popularmechanics.com/culture/gaming/a32006038/deepmind-ai-atari-agent57/">"This AI Can Beat Humans At All 57 Atari Games"</a>. <i>Popular Mechanics</i><span class="reference-accessdate">. Retrieved <span class="nowrap">9 June</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Popular+Mechanics&rft.atitle=This+AI+Can+Beat+Humans+At+All+57+Atari+Games&rft.date=2020-04-02&rft.aulast=Linder&rft.aufirst=Courtney&rft_id=https%3A%2F%2Fwww.popularmechanics.com%2Fculture%2Fgaming%2Fa32006038%2Fdeepmind-ai-atari-agent57%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-55"><span class="mw-cite-backlink"><b><a href="#cite_ref-55">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.marktechpost.com/2022/07/09/deepmind-ai-researchers-introduce-deepnash-an-autonomous-agent-trained-with-model-free-multiagent-reinforcement-learning-that-learns-to-play-the-game-of-stratego-at-expert-level/">"Deepmind AI Researchers Introduce 'DeepNash', An Autonomous Agent Trained With Model-Free Multiagent Reinforcement Learning That Learns To Play The Game Of Stratego At Expert Level"</a>. <i>MarkTechPost</i>. 9 July 2022.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=MarkTechPost&rft.atitle=Deepmind+AI+Researchers+Introduce+%27DeepNash%27%2C+An+Autonomous+Agent+Trained+With+Model-Free+Multiagent+Reinforcement+Learning+That+Learns+To+Play+The+Game+Of+Stratego+At+Expert+Level&rft.date=2022-07-09&rft_id=https%3A%2F%2Fwww.marktechpost.com%2F2022%2F07%2F09%2Fdeepmind-ai-researchers-introduce-deepnash-an-autonomous-agent-trained-with-model-free-multiagent-reinforcement-learning-that-learns-to-play-the-game-of-stratego-at-expert-level%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-bbcgo-56"><span class="mw-cite-backlink">^ <a href="#cite_ref-bbcgo_56-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-bbcgo_56-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-bbcgo_56-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.bbc.com/news/technology-35420579">"Google achieves AI 'breakthrough' by beating Go champion"</a>. <i>BBC News</i>. 27 January 2016.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=BBC+News&rft.atitle=Google+achieves+AI+%27breakthrough%27+by+beating+Go+champion&rft.date=2016-01-27&rft_id=https%3A%2F%2Fwww.bbc.com%2Fnews%2Ftechnology-35420579&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-lemondego-57"><span class="mw-cite-backlink"><b><a href="#cite_ref-lemondego_57-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1 cs1-prop-foreign-lang-source"><a rel="nofollow" class="external text" href="http://www.lemonde.fr/pixels/article/2016/01/27/premiere-defaite-d-un-professionnel-du-go-contre-une-intelligence-artificielle_4854886_4408996.html">"Première défaite d'un professionnel du go contre une intelligence artificielle"</a>. <i>Le Monde</i> (in French). 27 January 2016.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Le+Monde&rft.atitle=Premi%C3%A8re+d%C3%A9faite+d%27un+professionnel+du+go+contre+une+intelligence+artificielle&rft.date=2016-01-27&rft_id=http%3A%2F%2Fwww.lemonde.fr%2Fpixels%2Farticle%2F2016%2F01%2F27%2Fpremiere-defaite-d-un-professionnel-du-go-contre-une-intelligence-artificielle_4854886_4408996.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-googlego-58"><span class="mw-cite-backlink">^ <a href="#cite_ref-googlego_58-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-googlego_58-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://googleresearch.blogspot.com/2016/01/alphago-mastering-ancient-game-of-go.html">"Research Blog: AlphaGo: Mastering the ancient game of Go with Machine Learning"</a>. <i>Google Research Blog</i>. 27 January 2016.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+Research+Blog&rft.atitle=Research+Blog%3A+AlphaGo%3A+Mastering+the+ancient+game+of+Go+with+Machine+Learning&rft.date=2016-01-27&rft_id=http%3A%2F%2Fgoogleresearch.blogspot.com%2F2016%2F01%2Falphago-mastering-ancient-game-of-go.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-59"><span class="mw-cite-backlink"><b><a href="#cite_ref-59">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://www.goratings.org/">"World's Go Player Ratings"</a>. May 2017.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=World%27s+Go+Player+Ratings&rft.date=2017-05&rft_id=http%3A%2F%2Fwww.goratings.org%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-60"><span class="mw-cite-backlink"><b><a href="#cite_ref-60">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1 cs1-prop-foreign-lang-source"><a rel="nofollow" class="external text" href="http://sports.sina.com.cn/go/2016-08-02/doc-ifxunyya3020238.shtml">"柯洁迎19岁生日雄踞人类世界排名第一已两年"</a> (in Chinese). May 2017.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=%E6%9F%AF%E6%B4%81%E8%BF%8E19%E5%B2%81%E7%94%9F%E6%97%A5+%E9%9B%84%E8%B8%9E%E4%BA%BA%E7%B1%BB%E4%B8%96%E7%95%8C%E6%8E%92%E5%90%8D%E7%AC%AC%E4%B8%80%E5%B7%B2%E4%B8%A4%E5%B9%B4&rft.date=2017-05&rft_id=http%3A%2F%2Fsports.sina.com.cn%2Fgo%2F2016-08-02%2Fdoc-ifxunyya3020238.shtml&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-61"><span class="mw-cite-backlink"><b><a href="#cite_ref-61">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.deepmind.com/blog/muzero-mastering-go-chess-shogi-and-atari-without-rules">"MuZero: Mastering Go, chess, shogi and Atari without rules"</a>. <i>www.deepmind.com</i><span class="reference-accessdate">. Retrieved <span class="nowrap">29 April</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=www.deepmind.com&rft.atitle=MuZero%3A+Mastering+Go%2C+chess%2C+shogi+and+Atari+without+rules&rft_id=https%3A%2F%2Fwww.deepmind.com%2Fblog%2Fmuzero-mastering-go-chess-shogi-and-atari-without-rules&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-62"><span class="mw-cite-backlink"><b><a href="#cite_ref-62">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFSchrittwieserAntonoglouHubertSimonyan2020" class="citation journal cs1">Schrittwieser, Julian; Antonoglou, Ioannis; Hubert, Thomas; Simonyan, Karen; Sifre, Laurent; Schmitt, Simon; Guez, Arthur; Lockhart, Edward; Hassabis, Demis; Graepel, Thore; Lillicrap, Timothy (23 December 2020). <a rel="nofollow" class="external text" href="https://www.nature.com/articles/s41586-020-03051-4.epdf?sharing_token=kTk-xTZpQOF8Ym8nTQK6EdRgN0jAjWel9jnR3ZoTv0PMSWGj38iNIyNOw_ooNp2BvzZ4nIcedo7GEXD7UmLqb0M_V_fop31mMY9VBBLNmGbm0K9jETKkZnJ9SgJ8Rwhp3ySvLuTcUr888puIYbngQ0fiMf45ZGDAQ7fUI66-u7Y=">"Mastering Atari, Go, chess and shogi by planning with a learned model"</a>. <i>Nature</i>. <b>588</b> (7839): <span class="nowrap">604–</span>609. <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1911.08265">1911.08265</a></span>. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2020Natur.588..604S">2020Natur.588..604S</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fs41586-020-03051-4">10.1038/s41586-020-03051-4</a>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0028-0836">0028-0836</a>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/33361790">33361790</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:208158225">208158225</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=Mastering+Atari%2C+Go%2C+chess+and+shogi+by+planning+with+a+learned+model&rft.volume=588&rft.issue=7839&rft.pages=%3Cspan+class%3D%22nowrap%22%3E604-%3C%2Fspan%3E609&rft.date=2020-12-23&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A208158225%23id-name%3DS2CID&rft_id=info%3Abibcode%2F2020Natur.588..604S&rft_id=info%3Aarxiv%2F1911.08265&rft.issn=0028-0836&rft_id=info%3Adoi%2F10.1038%2Fs41586-020-03051-4&rft_id=info%3Apmid%2F33361790&rft.aulast=Schrittwieser&rft.aufirst=Julian&rft.au=Antonoglou%2C+Ioannis&rft.au=Hubert%2C+Thomas&rft.au=Simonyan%2C+Karen&rft.au=Sifre%2C+Laurent&rft.au=Schmitt%2C+Simon&rft.au=Guez%2C+Arthur&rft.au=Lockhart%2C+Edward&rft.au=Hassabis%2C+Demis&rft.au=Graepel%2C+Thore&rft.au=Lillicrap%2C+Timothy&rft_id=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-03051-4.epdf%3Fsharing_token%3DkTk-xTZpQOF8Ym8nTQK6EdRgN0jAjWel9jnR3ZoTv0PMSWGj38iNIyNOw_ooNp2BvzZ4nIcedo7GEXD7UmLqb0M_V_fop31mMY9VBBLNmGbm0K9jETKkZnJ9SgJ8Rwhp3ySvLuTcUr888puIYbngQ0fiMf45ZGDAQ7fUI66-u7Y%3D&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-63"><span class="mw-cite-backlink"><b><a href="#cite_ref-63">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.economist.com/news/science-and-technology/21730391-learning-play-go-only-start-latest-ai-can-work-things-out-without">"The latest AI can work things out without being taught"</a>. <i>The Economist</i><span class="reference-accessdate">. Retrieved <span class="nowrap">19 October</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Economist&rft.atitle=The+latest+AI+can+work+things+out+without+being+taught&rft_id=https%3A%2F%2Fwww.economist.com%2Fnews%2Fscience-and-technology%2F21730391-learning-play-go-only-start-latest-ai-can-work-things-out-without&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:0-64"><span class="mw-cite-backlink">^ <a href="#cite_ref-:0_64-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:0_64-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFSilverSchrittwieserSimonyanAntonoglou2017" class="citation journal cs1"><a href="/wiki/David_Silver_(programmer)" class="mw-redirect" title="David Silver (programmer)">Silver, David</a>; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; <a href="/wiki/Aja_Huang" title="Aja Huang">Huang, Aja</a>; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; <a href="/wiki/Chen_Yutian" title="Chen Yutian">Chen, Yutian</a>; Lillicrap, Timothy; <a href="/wiki/Fan_Hui" title="Fan Hui">Fan, Hui</a>; Sifre, Laurent; Driessche, George van den; Graepel, Thore; <a href="/wiki/Demis_Hassabis" title="Demis Hassabis">Hassabis, Demis</a> (19 October 2017). <a rel="nofollow" class="external text" href="http://discovery.ucl.ac.uk/10045895/1/agz_unformatted_nature.pdf">"Mastering the game of Go without human knowledge"</a> <span class="cs1-format">(PDF)</span>. <i><a href="/wiki/Nature_(journal)" title="Nature (journal)">Nature</a></i>. <b>550</b> (7676): <span class="nowrap">354–</span>359. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2017Natur.550..354S">2017Natur.550..354S</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fnature24270">10.1038/nature24270</a>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0028-0836">0028-0836</a>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/29052630">29052630</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:205261034">205261034</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=Mastering+the+game+of+Go+without+human+knowledge&rft.volume=550&rft.issue=7676&rft.pages=%3Cspan+class%3D%22nowrap%22%3E354-%3C%2Fspan%3E359&rft.date=2017-10-19&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A205261034%23id-name%3DS2CID&rft_id=info%3Abibcode%2F2017Natur.550..354S&rft.issn=0028-0836&rft_id=info%3Adoi%2F10.1038%2Fnature24270&rft_id=info%3Apmid%2F29052630&rft.aulast=Silver&rft.aufirst=David&rft.au=Schrittwieser%2C+Julian&rft.au=Simonyan%2C+Karen&rft.au=Antonoglou%2C+Ioannis&rft.au=Huang%2C+Aja&rft.au=Guez%2C+Arthur&rft.au=Hubert%2C+Thomas&rft.au=Baker%2C+Lucas&rft.au=Lai%2C+Matthew&rft.au=Bolton%2C+Adrian&rft.au=Chen%2C+Yutian&rft.au=Lillicrap%2C+Timothy&rft.au=Fan%2C+Hui&rft.au=Sifre%2C+Laurent&rft.au=Driessche%2C+George+van+den&rft.au=Graepel%2C+Thore&rft.au=Hassabis%2C+Demis&rft_id=http%3A%2F%2Fdiscovery.ucl.ac.uk%2F10045895%2F1%2Fagz_unformatted_nature.pdf&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span><span style="position:relative; top: -2px;"><span typeof="mw:File"><a href="/wiki/Paywall" title="closed access publication – behind paywall"><img alt="Closed access icon" src="//upload.wikimedia.org/wikipedia/commons/thumb/0/0e/Closed_Access_logo_transparent.svg/9px-Closed_Access_logo_transparent.svg.png" decoding="async" width="9" height="14" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/0/0e/Closed_Access_logo_transparent.svg/14px-Closed_Access_logo_transparent.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0e/Closed_Access_logo_transparent.svg/18px-Closed_Access_logo_transparent.svg.png 2x" data-file-width="640" data-file-height="1000" /></a></span></span></span> </li> <li id="cite_note-65"><span class="mw-cite-backlink"><b><a href="#cite_ref-65">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFKnight" class="citation news cs1">Knight, Will. <a rel="nofollow" class="external text" href="https://www.technologyreview.com/s/609141/alphago-zero-shows-machines-can-become-superhuman-without-any-help/">"The world's smartest game-playing AI—DeepMind's AlphaGo—just got way smarter"</a>. <i>MIT Technology Review</i><span class="reference-accessdate">. Retrieved <span class="nowrap">19 October</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=MIT+Technology+Review&rft.atitle=The+world%27s+smartest+game-playing+AI%E2%80%94DeepMind%27s+AlphaGo%E2%80%94just+got+way+smarter&rft.aulast=Knight&rft.aufirst=Will&rft_id=https%3A%2F%2Fwww.technologyreview.com%2Fs%2F609141%2Falphago-zero-shows-machines-can-become-superhuman-without-any-help%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-66"><span class="mw-cite-backlink"><b><a href="#cite_ref-66">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFVincent2017" class="citation news cs1">Vincent, James (18 October 2017). <a rel="nofollow" class="external text" href="https://www.theverge.com/2017/10/18/16495548/deepmind-ai-go-alphago-zero-self-taught">"DeepMind's Go-playing AI doesn't need human help to beat us anymore"</a>. <i>The Verge</i><span class="reference-accessdate">. Retrieved <span class="nowrap">19 October</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Verge&rft.atitle=DeepMind%27s+Go-playing+AI+doesn%27t+need+human+help+to+beat+us+anymore&rft.date=2017-10-18&rft.aulast=Vincent&rft.aufirst=James&rft_id=https%3A%2F%2Fwww.theverge.com%2F2017%2F10%2F18%2F16495548%2Fdeepmind-ai-go-alphago-zero-self-taught&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-67"><span class="mw-cite-backlink"><b><a href="#cite_ref-67">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFCellan-Jones2017" class="citation news cs1">Cellan-Jones, Rory (18 October 2017). <a rel="nofollow" class="external text" href="https://www.bbc.com/news/technology-41668701">"Google DeepMind: AI becomes more alien"</a>. <i>BBC News</i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 December</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=BBC+News&rft.atitle=Google+DeepMind%3A+AI+becomes+more+alien&rft.date=2017-10-18&rft.aulast=Cellan-Jones&rft.aufirst=Rory&rft_id=https%3A%2F%2Fwww.bbc.com%2Fnews%2Ftechnology-41668701&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-68"><span class="mw-cite-backlink"><b><a href="#cite_ref-68">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.deepmind.com/blog/muzeros-first-step-from-research-into-the-real-world">"MuZero's first step from research into the real world"</a>. <i>www.deepmind.com</i><span class="reference-accessdate">. Retrieved <span class="nowrap">29 April</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=www.deepmind.com&rft.atitle=MuZero%27s+first+step+from+research+into+the+real+world&rft_id=https%3A%2F%2Fwww.deepmind.com%2Fblog%2Fmuzeros-first-step-from-research-into-the-real-world&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-69"><span class="mw-cite-backlink"><b><a href="#cite_ref-69">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMandhaneZhernovRauhGu2022" class="citation arxiv cs1">Mandhane, Amol; Zhernov, Anton; Rauh, Maribeth; Gu, Chenjie; Wang, Miaosen; Xue, Flora; Shang, Wendy; Pang, Derek; Claus, Rene; Chiang, Ching-Han; Chen, Cheng (14 February 2022). "MuZero with Self-competition for Rate Control in VP9 Video Compression". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/2202.06626">2202.06626</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/eess.IV">eess.IV</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=MuZero+with+Self-competition+for+Rate+Control+in+VP9+Video+Compression&rft.date=2022-02-14&rft_id=info%3Aarxiv%2F2202.06626&rft.aulast=Mandhane&rft.aufirst=Amol&rft.au=Zhernov%2C+Anton&rft.au=Rauh%2C+Maribeth&rft.au=Gu%2C+Chenjie&rft.au=Wang%2C+Miaosen&rft.au=Xue%2C+Flora&rft.au=Shang%2C+Wendy&rft.au=Pang%2C+Derek&rft.au=Claus%2C+Rene&rft.au=Chiang%2C+Ching-Han&rft.au=Chen%2C+Cheng&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-70"><span class="mw-cite-backlink"><b><a href="#cite_ref-70">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.theverge.com/2016/3/10/11192774/demis-hassabis-interview-alphago-google-deepmind-ai">"DeepMind founder Demis Hassabis on how AI will shape the future"</a>. <i>The Verge</i>. 10 March 2016.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Verge&rft.atitle=DeepMind+founder+Demis+Hassabis+on+how+AI+will+shape+the+future&rft.date=2016-03-10&rft_id=https%3A%2F%2Fwww.theverge.com%2F2016%2F3%2F10%2F11192774%2Fdemis-hassabis-interview-alphago-google-deepmind-ai&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-71"><span class="mw-cite-backlink"><b><a href="#cite_ref-71">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="http://www.extremetech.com/gaming/284441-deepmind-ai-challenges-pro-starcraft-ii-players-wins-almost-every-match">"DeepMind AI Challenges Pro StarCraft II Players, Wins Almost Every Match"</a>. <i>Extreme Tech</i>. 24 January 2019<span class="reference-accessdate">. Retrieved <span class="nowrap">24 January</span> 2019</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Extreme+Tech&rft.atitle=DeepMind+AI+Challenges+Pro+StarCraft+II+Players%2C+Wins+Almost+Every+Match&rft.date=2019-01-24&rft_id=http%3A%2F%2Fwww.extremetech.com%2Fgaming%2F284441-deepmind-ai-challenges-pro-starcraft-ii-players-wins-almost-every-match&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-72"><span class="mw-cite-backlink"><b><a href="#cite_ref-72">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFAmadeo2019" class="citation news cs1">Amadeo, Ron (11 July 2019). <a rel="nofollow" class="external text" href="https://arstechnica.com/gadgets/2019/07/deepmind-ai-takes-on-the-public-in-starcraft-ii-multiplayer/">"DeepMind AI is secretly lurking on the public StarCraft II 1v1 ladder"</a>. <i>Ars Technica</i><span class="reference-accessdate">. Retrieved <span class="nowrap">18 September</span> 2019</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Ars+Technica&rft.atitle=DeepMind+AI+is+secretly+lurking+on+the+public+StarCraft+II+1v1+ladder&rft.date=2019-07-11&rft.aulast=Amadeo&rft.aufirst=Ron&rft_id=https%3A%2F%2Farstechnica.com%2Fgadgets%2F2019%2F07%2Fdeepmind-ai-takes-on-the-public-in-starcraft-ii-multiplayer%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-73"><span class="mw-cite-backlink"><b><a href="#cite_ref-73">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.reddit.com/r/starcraft/comments/cgvu6r/i_played_against_alphastardeepmind/">"I played against AlphaStar/Deepmind"</a>. <i><a href="/wiki/Reddit" title="Reddit">reddit</a></i>. 23 July 2019<span class="reference-accessdate">. Retrieved <span class="nowrap">27 July</span> 2019</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=reddit&rft.atitle=I+played+against+AlphaStar%2FDeepmind&rft.date=2019-07-23&rft_id=https%3A%2F%2Fwww.reddit.com%2Fr%2Fstarcraft%2Fcomments%2Fcgvu6r%2Fi_played_against_alphastardeepmind%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-74"><span class="mw-cite-backlink"><b><a href="#cite_ref-74">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/article/AlphaStar-Grandmaster-level-in-StarCraft-II-using-multi-agent-reinforcement-learning">"AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning"</a>. <i>DeepMind Blog</i>. 31 October 2019<span class="reference-accessdate">. Retrieved <span class="nowrap">31 October</span> 2019</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=DeepMind+Blog&rft.atitle=AlphaStar%3A+Grandmaster+level+in+StarCraft+II+using+multi-agent+reinforcement+learning&rft.date=2019-10-31&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Farticle%2FAlphaStar-Grandmaster-level-in-StarCraft-II-using-multi-agent-reinforcement-learning&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-75"><span class="mw-cite-backlink"><b><a href="#cite_ref-75">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFSample2018" class="citation web cs1">Sample, Ian (2 December 2018). <a rel="nofollow" class="external text" href="https://www.theguardian.com/science/2018/dec/02/google-deepminds-ai-program-alphafold-predicts-3d-shapes-of-proteins">"Google's DeepMind predicts 3D shapes of proteins"</a>. <i><a href="/wiki/The_Guardian" title="The Guardian">The Guardian</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 December</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Guardian&rft.atitle=Google%27s+DeepMind+predicts+3D+shapes+of+proteins&rft.date=2018-12-02&rft.aulast=Sample&rft.aufirst=Ian&rft_id=https%3A%2F%2Fwww.theguardian.com%2Fscience%2F2018%2Fdec%2F02%2Fgoogle-deepminds-ai-program-alphafold-predicts-3d-shapes-of-proteins&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-76"><span class="mw-cite-backlink"><b><a href="#cite_ref-76">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBriggs2020" class="citation web cs1">Briggs, Helen (30 November 2020). <a rel="nofollow" class="external text" href="https://www.bbc.co.uk/news/science-environment-55133972">"One of biology's biggest mysteries 'largely solved' by AI"</a>. <i><a href="/wiki/BBC_News" title="BBC News">BBC News</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">30 November</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=BBC+News&rft.atitle=One+of+biology%27s+biggest+mysteries+%27largely+solved%27+by+AI&rft.date=2020-11-30&rft.aulast=Briggs&rft.aufirst=Helen&rft_id=https%3A%2F%2Fwww.bbc.co.uk%2Fnews%2Fscience-environment-55133972&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-77"><span class="mw-cite-backlink"><b><a href="#cite_ref-77">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/article/alphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology">"AlphaFold: a solution to a 50-year-old grand challenge in biology"</a>. <i>DeepMind</i>. 30 November 2020<span class="reference-accessdate">. Retrieved <span class="nowrap">30 November</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=AlphaFold%3A+a+solution+to+a+50-year-old+grand+challenge+in+biology&rft.date=2020-11-30&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Farticle%2Falphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-78"><span class="mw-cite-backlink"><b><a href="#cite_ref-78">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFShead2020" class="citation news cs1">Shead, Sam (30 November 2020). <a rel="nofollow" class="external text" href="https://www.cnbc.com/2020/11/30/deepmind-solves-protein-folding-grand-challenge-with-alphafold-ai.html">"DeepMind solves 50-year-old 'grand challenge' with protein folding A.I."</a> cnbc.com<span class="reference-accessdate">. Retrieved <span class="nowrap">30 November</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=DeepMind+solves+50-year-old+%27grand+challenge%27+with+protein+folding+A.I.&rft.date=2020-11-30&rft.aulast=Shead&rft.aufirst=Sam&rft_id=https%3A%2F%2Fwww.cnbc.com%2F2020%2F11%2F30%2Fdeepmind-solves-protein-folding-grand-challenge-with-alphafold-ai.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-79"><span class="mw-cite-backlink"><b><a href="#cite_ref-79">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFCallaway2022" class="citation journal cs1">Callaway, Ewen (2022). <a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fd41586-022-00997-5">"What's next for AlphaFold and the AI protein-folding revolution"</a>. <i>Nature</i>. <b>604</b> (7905): <span class="nowrap">234–</span>238. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2022Natur.604..234C">2022Natur.604..234C</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fd41586-022-00997-5">10.1038/d41586-022-00997-5</a></span>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/35418629">35418629</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:248156195">248156195</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=What%27s+next+for+AlphaFold+and+the+AI+protein-folding+revolution&rft.volume=604&rft.issue=7905&rft.pages=%3Cspan+class%3D%22nowrap%22%3E234-%3C%2Fspan%3E238&rft.date=2022&rft_id=info%3Adoi%2F10.1038%2Fd41586-022-00997-5&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A248156195%23id-name%3DS2CID&rft_id=info%3Apmid%2F35418629&rft_id=info%3Abibcode%2F2022Natur.604..234C&rft.aulast=Callaway&rft.aufirst=Ewen&rft_id=https%3A%2F%2Fdoi.org%2F10.1038%252Fd41586-022-00997-5&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-80"><span class="mw-cite-backlink"><b><a href="#cite_ref-80">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFSullivan2024" class="citation web cs1">Sullivan, Mark (8 May 2024). <a rel="nofollow" class="external text" href="https://www.fastcompany.com/91120456/deepmind-alphafold-3-dna-rna-modeling">"DeepMind's new AlphaFold 3 expands to DNA, RNA modeling"</a>. <i><a href="/wiki/Fast_Company" title="Fast Company">Fast Company</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Fast+Company&rft.atitle=DeepMind%27s+new+AlphaFold+3+expands+to+DNA%2C+RNA+modeling&rft.date=2024-05-08&rft.aulast=Sullivan&rft.aufirst=Mark&rft_id=https%3A%2F%2Fwww.fastcompany.com%2F91120456%2Fdeepmind-alphafold-3-dna-rna-modeling&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-81"><span class="mw-cite-backlink"><b><a href="#cite_ref-81">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.nobelprize.org/prizes/chemistry/2024/press-release/">"The Nobel Prize in Chemistry 2024"</a>. <i>NobelPrize.org</i><span class="reference-accessdate">. Retrieved <span class="nowrap">18 October</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=NobelPrize.org&rft.atitle=The+Nobel+Prize+in+Chemistry+2024&rft_id=https%3A%2F%2Fwww.nobelprize.org%2Fprizes%2Fchemistry%2F2024%2Fpress-release%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-82"><span class="mw-cite-backlink"><b><a href="#cite_ref-82">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="http://fortune.com/2017/10/05/google-assistant-deepmind-wavenet-speech-ai/">"Here's Why Google's Assistant Sounds More Realistic Than Ever Before"</a>. <i>Fortune</i>. 5 October 2017<span class="reference-accessdate">. Retrieved <span class="nowrap">20 January</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Fortune&rft.atitle=Here%27s+Why+Google%27s+Assistant+Sounds+More+Realistic+Than+Ever+Before&rft.date=2017-10-05&rft_id=http%3A%2F%2Ffortune.com%2F2017%2F10%2F05%2Fgoogle-assistant-deepmind-wavenet-speech-ai%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-83"><span class="mw-cite-backlink"><b><a href="#cite_ref-83">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGershgorn" class="citation news cs1">Gershgorn, Dave. <a rel="nofollow" class="external text" href="https://qz.com/1165775/googles-voice-generating-ai-is-now-indistinguishable-from-humans/">"Google's voice-generating AI is now indistinguishable from humans"</a>. <i>Quartz</i><span class="reference-accessdate">. Retrieved <span class="nowrap">20 January</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Quartz&rft.atitle=Google%27s+voice-generating+AI+is+now+indistinguishable+from+humans&rft.aulast=Gershgorn&rft.aufirst=Dave&rft_id=https%3A%2F%2Fqz.com%2F1165775%2Fgoogles-voice-generating-ai-is-now-indistinguishable-from-humans%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-cnbc_money-84"><span class="mw-cite-backlink">^ <a href="#cite_ref-cnbc_money_84-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-cnbc_money_84-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFNovet2018" class="citation news cs1">Novet, Jordan (31 March 2018). <a rel="nofollow" class="external text" href="https://www.cnbc.com/2018/03/31/how-google-makes-money-from-alphabets-deepmind-ai-research-group.html">"Google is finding ways to make money from Alphabet's DeepMind A.I. technology"</a>. <i>CNBC</i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 April</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=CNBC&rft.atitle=Google+is+finding+ways+to+make+money+from+Alphabet%27s+DeepMind+A.I.+technology&rft.date=2018-03-31&rft.aulast=Novet&rft.aufirst=Jordan&rft_id=https%3A%2F%2Fwww.cnbc.com%2F2018%2F03%2F31%2Fhow-google-makes-money-from-alphabets-deepmind-ai-research-group.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-85"><span class="mw-cite-backlink"><b><a href="#cite_ref-85">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://cloudplatform.googleblog.com/2018/03/introducing-Cloud-Text-to-Speech-powered-by-Deepmind-WaveNet-technology.html">"Introducing Cloud Text-to-Speech powered by DeepMind WaveNet technology"</a>. <i>Google Cloud Platform Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">5 April</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+Cloud+Platform+Blog&rft.atitle=Introducing+Cloud+Text-to-Speech+powered+by+DeepMind+WaveNet+technology&rft_id=https%3A%2F%2Fcloudplatform.googleblog.com%2F2018%2F03%2Fintroducing-Cloud-Text-to-Speech-powered-by-Deepmind-WaveNet-technology.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-86"><span class="mw-cite-backlink"><b><a href="#cite_ref-86">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20181231184541/https://deepmind.com/research/publications/efficient-neural-audio-synthesis/">"Efficient Neural Audio Synthesis"</a>. <i>Deepmind</i>. Archived from <a rel="nofollow" class="external text" href="https://deepmind.com/research/publications/efficient-neural-audio-synthesis">the original</a> on 31 December 2018<span class="reference-accessdate">. Retrieved <span class="nowrap">1 April</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Deepmind&rft.atitle=Efficient+Neural+Audio+Synthesis&rft_id=https%3A%2F%2Fdeepmind.com%2Fresearch%2Fpublications%2Fefficient-neural-audio-synthesis&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-87"><span class="mw-cite-backlink"><b><a href="#cite_ref-87">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/article/Using-WaveNet-technology-to-reunite-speech-impaired-users-with-their-original-voices">"Using WaveNet technology to reunite speech-impaired users with their original voices"</a>. <i>Deepmind</i><span class="reference-accessdate">. Retrieved <span class="nowrap">1 April</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Deepmind&rft.atitle=Using+WaveNet+technology+to+reunite+speech-impaired+users+with+their+original+voices&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Farticle%2FUsing-WaveNet-technology-to-reunite-speech-impaired-users-with-their-original-voices&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-88"><span class="mw-cite-backlink"><b><a href="#cite_ref-88">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFStimbergNarestBazzicaKolmodin2020" class="citation conference cs1">Stimberg, Florian; Narest, Alex; Bazzica, Alessio; Kolmodin, Lennart; Barrera Gonzalez, Pablo; Sharonova, Olga; Lundin, Henrik; Walters, Thomas C. (1 November 2020). "WaveNetEQ — Packet Loss Concealment with WaveRNN". <i>2020 54th Asilomar Conference on Signals, Systems, and Computers</i>. IEEE. pp. <span class="nowrap">672–</span>676. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1109%2Fieeeconf51394.2020.9443419">10.1109/ieeeconf51394.2020.9443419</a>. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/978-0-7381-3126-9" title="Special:BookSources/978-0-7381-3126-9"><bdi>978-0-7381-3126-9</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=conference&rft.atitle=WaveNetEQ+%E2%80%94+Packet+Loss+Concealment+with+WaveRNN&rft.btitle=2020+54th+Asilomar+Conference+on+Signals%2C+Systems%2C+and+Computers&rft.pages=%3Cspan+class%3D%22nowrap%22%3E672-%3C%2Fspan%3E676&rft.pub=IEEE&rft.date=2020-11-01&rft_id=info%3Adoi%2F10.1109%2Fieeeconf51394.2020.9443419&rft.isbn=978-0-7381-3126-9&rft.aulast=Stimberg&rft.aufirst=Florian&rft.au=Narest%2C+Alex&rft.au=Bazzica%2C+Alessio&rft.au=Kolmodin%2C+Lennart&rft.au=Barrera+Gonzalez%2C+Pablo&rft.au=Sharonova%2C+Olga&rft.au=Lundin%2C+Henrik&rft.au=Walters%2C+Thomas+C.&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-89"><span class="mw-cite-backlink"><b><a href="#cite_ref-89">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://ai.googleblog.com/2020/04/improving-audio-quality-in-duo-with.html">"Improving Audio Quality in Duo with WaveNetEQ"</a>. <i>Google AI Blog</i>. April 2020<span class="reference-accessdate">. Retrieved <span class="nowrap">1 April</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+AI+Blog&rft.atitle=Improving+Audio+Quality+in+Duo+with+WaveNetEQ&rft.date=2020-04&rft_id=http%3A%2F%2Fai.googleblog.com%2F2020%2F04%2Fimproving-audio-quality-in-duo-with.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-90"><span class="mw-cite-backlink"><b><a href="#cite_ref-90">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFWiggers2022" class="citation web cs1">Wiggers, Kyle (13 May 2022). <a rel="nofollow" class="external text" href="https://techcrunch.com/2022/05/13/deepminds-new-ai-can-perform-over-600-tasks-from-playing-games-to-controlling-robots/">"DeepMind's new AI system can perform over 600 tasks"</a>. <i>TechCrunch</i><span class="reference-accessdate">. Retrieved <span class="nowrap">16 April</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=TechCrunch&rft.atitle=DeepMind%27s+new+AI+system+can+perform+over+600+tasks&rft.date=2022-05-13&rft.aulast=Wiggers&rft.aufirst=Kyle&rft_id=https%3A%2F%2Ftechcrunch.com%2F2022%2F05%2F13%2Fdeepminds-new-ai-can-perform-over-600-tasks-from-playing-games-to-controlling-robots%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-91"><span class="mw-cite-backlink"><b><a href="#cite_ref-91">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGupta2022" class="citation web cs1">Gupta, Khushboo (28 September 2022). <a rel="nofollow" class="external text" href="https://www.marktechpost.com/2022/09/28/deepmind-introduces-sparrow-an-artificial-intelligence-powered-chatbot-developed-to-build-safer-machine-learning-systems/">"Deepmind Introduces 'Sparrow,' An Artificial Intelligence-Powered Chatbot Developed To Build Safer Machine Learning Systems"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">8 May</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Deepmind+Introduces+%27Sparrow%2C%27+An+Artificial+Intelligence-Powered+Chatbot+Developed+To+Build+Safer+Machine+Learning+Systems&rft.date=2022-09-28&rft.aulast=Gupta&rft.aufirst=Khushboo&rft_id=https%3A%2F%2Fwww.marktechpost.com%2F2022%2F09%2F28%2Fdeepmind-introduces-sparrow-an-artificial-intelligence-powered-chatbot-developed-to-build-safer-machine-learning-systems%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-92"><span class="mw-cite-backlink"><b><a href="#cite_ref-92">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://dataconomy.com/2023/01/12/what-is-chinchilla-ai-chatbot-deepmind/">"What Is Chinchilla AI: Chatbot Language Model Rival By Deepmind To GPT-3 - Dataconomy"</a>. 12 January 2023<span class="reference-accessdate">. Retrieved <span class="nowrap">8 May</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=What+Is+Chinchilla+AI%3A+Chatbot+Language+Model+Rival+By+Deepmind+To+GPT-3+-+Dataconomy&rft.date=2023-01-12&rft_id=https%3A%2F%2Fdataconomy.com%2F2023%2F01%2F12%2Fwhat-is-chinchilla-ai-chatbot-deepmind%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-93"><span class="mw-cite-backlink"><b><a href="#cite_ref-93">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model">"Tackling multiple tasks with a single visual language model"</a>. <i>www.deepmind.com</i><span class="reference-accessdate">. Retrieved <span class="nowrap">29 April</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=www.deepmind.com&rft.atitle=Tackling+multiple+tasks+with+a+single+visual+language+model&rft_id=https%3A%2F%2Fwww.deepmind.com%2Fblog%2Ftackling-multiple-tasks-with-a-single-visual-language-model&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-94"><span class="mw-cite-backlink"><b><a href="#cite_ref-94">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFAlayrac2022" class="citation web cs1">Alayrac, Jean-Baptiste (2022). <a rel="nofollow" class="external text" href="https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/tackling-multiple-tasks-with-a-single-visual-language-model/flamingo.pdf">"Flamingo: a Visual Language Model for Few-Shot Learning"</a> <span class="cs1-format">(PDF)</span>. <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/2204.14198">2204.14198</a></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Flamingo%3A+a+Visual+Language+Model+for+Few-Shot+Learning&rft.date=2022&rft_id=info%3Aarxiv%2F2204.14198&rft.aulast=Alayrac&rft.aufirst=Jean-Baptiste&rft_id=https%3A%2F%2Fstorage.googleapis.com%2Fdeepmind-media%2FDeepMind.com%2FBlog%2Ftackling-multiple-tasks-with-a-single-visual-language-model%2Fflamingo.pdf&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-95"><span class="mw-cite-backlink"><b><a href="#cite_ref-95">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFVincent2022" class="citation web cs1">Vincent, James (2 February 2022). <a rel="nofollow" class="external text" href="https://www.theverge.com/2022/2/2/22914085/alphacode-ai-coding-program-automatic-deepmind-codeforce">"DeepMind says its new AI coding engine is as good as an average human programmer"</a>. <i><a href="/wiki/The_Verge" title="The Verge">The Verge</a></i>. <a rel="nofollow" class="external text" href="https://web.archive.org/web/20220202163608/https://www.theverge.com/2022/2/2/22914085/alphacode-ai-coding-program-automatic-deepmind-codeforce">Archived</a> from the original on 2 February 2022<span class="reference-accessdate">. Retrieved <span class="nowrap">3 February</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Verge&rft.atitle=DeepMind+says+its+new+AI+coding+engine+is+as+good+as+an+average+human+programmer&rft.date=2022-02-02&rft.aulast=Vincent&rft.aufirst=James&rft_id=https%3A%2F%2Fwww.theverge.com%2F2022%2F2%2F2%2F22914085%2Falphacode-ai-coding-program-automatic-deepmind-codeforce&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-96"><span class="mw-cite-backlink"><b><a href="#cite_ref-96">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFKruppa2023" class="citation news cs1">Kruppa, Miles (6 December 2023). <span class="id-lock-subscription" title="Paid subscription required"><a rel="nofollow" class="external text" href="https://www.wsj.com/tech/ai/google-announces-ai-system-gemini-after-turmoil-at-rival-openai-10835335">"Google Announces AI System Gemini After Turmoil at Rival OpenAI"</a></span>. <i><a href="/wiki/The_Wall_Street_Journal" title="The Wall Street Journal">The Wall Street Journal</a></i>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0099-9660">0099-9660</a>. <a rel="nofollow" class="external text" href="https://archive.today/20231206152820/https://www.wsj.com/tech/ai/google-announces-ai-system-gemini-after-turmoil-at-rival-openai-10835335">Archived</a> from the original on 6 December 2023<span class="reference-accessdate">. Retrieved <span class="nowrap">6 December</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Wall+Street+Journal&rft.atitle=Google+Announces+AI+System+Gemini+After+Turmoil+at+Rival+OpenAI&rft.date=2023-12-06&rft.issn=0099-9660&rft.aulast=Kruppa&rft.aufirst=Miles&rft_id=https%3A%2F%2Fwww.wsj.com%2Ftech%2Fai%2Fgoogle-announces-ai-system-gemini-after-turmoil-at-rival-openai-10835335&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-97"><span class="mw-cite-backlink"><b><a href="#cite_ref-97">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFKnight2023" class="citation magazine cs1">Knight, Will (26 June 2023). <span class="id-lock-limited" title="Free access subject to limited trial, subscription normally required"><a rel="nofollow" class="external text" href="https://www.wired.com/story/google-deepmind-demis-hassabis-chatgpt/">"Google DeepMind's CEO Says Its Next Algorithm Will Eclipse ChatGPT"</a></span>. <i><a href="/wiki/Wired_(magazine)" title="Wired (magazine)">Wired</a></i>. <a rel="nofollow" class="external text" href="https://web.archive.org/web/20230626121231/https://www.wired.com/story/google-deepmind-demis-hassabis-chatgpt/">Archived</a> from the original on 26 June 2023<span class="reference-accessdate">. Retrieved <span class="nowrap">21 August</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Wired&rft.atitle=Google+DeepMind%27s+CEO+Says+Its+Next+Algorithm+Will+Eclipse+ChatGPT&rft.date=2023-06-26&rft.aulast=Knight&rft.aufirst=Will&rft_id=https%3A%2F%2Fwww.wired.com%2Fstory%2Fgoogle-deepmind-demis-hassabis-chatgpt%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-98"><span class="mw-cite-backlink"><b><a href="#cite_ref-98">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFPierce2023" class="citation web cs1">Pierce, David (6 December 2023). <a rel="nofollow" class="external text" href="https://www.theverge.com/2023/12/6/23990466/google-gemini-llm-ai-model">"Google launches Gemini, the AI model it hopes will take down GPT-4"</a>. <i>The Verge</i><span class="reference-accessdate">. Retrieved <span class="nowrap">16 April</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Verge&rft.atitle=Google+launches+Gemini%2C+the+AI+model+it+hopes+will+take+down+GPT-4&rft.date=2023-12-06&rft.aulast=Pierce&rft.aufirst=David&rft_id=https%3A%2F%2Fwww.theverge.com%2F2023%2F12%2F6%2F23990466%2Fgoogle-gemini-llm-ai-model&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-99"><span class="mw-cite-backlink"><b><a href="#cite_ref-99">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.cbsnews.com/news/google-gemini-ai-bard/">"Google is rebranding its Bard AI service as Gemini. Here's what it means"</a>. <i>CBS News</i>. 8 February 2024<span class="reference-accessdate">. Retrieved <span class="nowrap">16 April</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=CBS+News&rft.atitle=Google+is+rebranding+its+Bard+AI+service+as+Gemini.+Here%27s+what+it+means.&rft.date=2024-02-08&rft_id=https%3A%2F%2Fwww.cbsnews.com%2Fnews%2Fgoogle-gemini-ai-bard%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-100"><span class="mw-cite-backlink"><b><a href="#cite_ref-100">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHaddad2024" class="citation web cs1">Haddad, C. J. (11 December 2024). <a rel="nofollow" class="external text" href="https://www.cnbc.com/2024/12/11/google-releases-the-first-of-its-gemini-2point0-ai-models.html">"Google releases the first of its Gemini 2.0 AI models"</a>. <i>CNBC</i><span class="reference-accessdate">. Retrieved <span class="nowrap">11 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=CNBC&rft.atitle=Google+releases+the+first+of+its+Gemini+2.0+AI+models&rft.date=2024-12-11&rft.aulast=Haddad&rft.aufirst=C.+J.&rft_id=https%3A%2F%2Fwww.cnbc.com%2F2024%2F12%2F11%2Fgoogle-releases-the-first-of-its-gemini-2point0-ai-models.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-101"><span class="mw-cite-backlink"><b><a href="#cite_ref-101">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://blog.google/technology/google-deepmind/google-gemini-ai-update-december-2024/?utm_content=#agents-for-developers">"Introducing Gemini 2.0: our new AI model for the agentic era"</a>. <i>Google</i>. 11 December 2024<span class="reference-accessdate">. Retrieved <span class="nowrap">11 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google&rft.atitle=Introducing+Gemini+2.0%3A+our+new+AI+model+for+the+agentic+era&rft.date=2024-12-11&rft_id=https%3A%2F%2Fblog.google%2Ftechnology%2Fgoogle-deepmind%2Fgoogle-gemini-ai-update-december-2024%2F%3Futm_content%3D%23agents-for-developers&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-102"><span class="mw-cite-backlink"><b><a href="#cite_ref-102">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://blog.google/technology/developers/gemma-open-models/">"Gemma: Introducing new state-of-the-art open models"</a>. <i>Google</i>. 21 February 2024<span class="reference-accessdate">. Retrieved <span class="nowrap">22 February</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google&rft.atitle=Gemma%3A+Introducing+new+state-of-the-art+open+models&rft.date=2024-02-21&rft_id=https%3A%2F%2Fblog.google%2Ftechnology%2Fdevelopers%2Fgemma-open-models%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-103"><span class="mw-cite-backlink"><b><a href="#cite_ref-103">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/">"A generalist AI agent for 3D virtual environments"</a>. <i>Google DeepMind</i>. 13 March 2024<span class="reference-accessdate">. Retrieved <span class="nowrap">27 March</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+DeepMind&rft.atitle=A+generalist+AI+agent+for+3D+virtual+environments&rft.date=2024-03-13&rft_id=https%3A%2F%2Fdeepmind.google%2Fdiscover%2Fblog%2Fsima-generalist-ai-agent-for-3d-virtual-environments%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-104"><span class="mw-cite-backlink"><b><a href="#cite_ref-104">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFDavid2024" class="citation web cs1">David, Emilia (13 March 2024). <a rel="nofollow" class="external text" href="https://www.theverge.com/2024/3/13/24099024/google-deepmind-ai-agent-sima-video-games">"Google's new AI will play video games with you — but not to win"</a>. <i>The Verge</i><span class="reference-accessdate">. Retrieved <span class="nowrap">27 March</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Verge&rft.atitle=Google%27s+new+AI+will+play+video+games+with+you+%E2%80%94+but+not+to+win&rft.date=2024-03-13&rft.aulast=David&rft.aufirst=Emilia&rft_id=https%3A%2F%2Fwww.theverge.com%2F2024%2F3%2F13%2F24099024%2Fgoogle-deepmind-ai-agent-sima-video-games&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-105"><span class="mw-cite-backlink"><b><a href="#cite_ref-105">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFWilliams2024" class="citation web cs1">Williams, Rhiannon (17 October 2024). <a rel="nofollow" class="external text" href="https://www.technologyreview.com/2024/10/17/1105810/ai-could-help-people-find-common-ground-during-deliberations/">"AI could help people find common ground during deliberations"</a>. <i>MIT Technology Review</i><span class="reference-accessdate">. Retrieved <span class="nowrap">23 October</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=MIT+Technology+Review&rft.atitle=AI+could+help+people+find+common+ground+during+deliberations&rft.date=2024-10-17&rft.aulast=Williams&rft.aufirst=Rhiannon&rft_id=https%3A%2F%2Fwww.technologyreview.com%2F2024%2F10%2F17%2F1105810%2Fai-could-help-people-find-common-ground-during-deliberations%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:6-106"><span class="mw-cite-backlink">^ <a href="#cite_ref-:6_106-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:6_106-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFDavis2024" class="citation news cs1">Davis, Nicola (17 October 2024). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2024/oct/17/ai-mediation-tool-may-help-reduce-culture-war-rifts-say-researchers">"AI mediation tool may help reduce culture war rifts, say researchers"</a>. <i>The Guardian</i>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0261-3077">0261-3077</a><span class="reference-accessdate">. Retrieved <span class="nowrap">23 October</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=AI+mediation+tool+may+help+reduce+culture+war+rifts%2C+say+researchers&rft.date=2024-10-17&rft.issn=0261-3077&rft.aulast=Davis&rft.aufirst=Nicola&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2024%2Foct%2F17%2Fai-mediation-tool-may-help-reduce-culture-war-rifts-say-researchers&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-107"><span class="mw-cite-backlink"><b><a href="#cite_ref-107">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.thehindu.com/sci-tech/technology/google-unveils-improved-ai-video-generator-veo-2-to-rival-openais-sora/article68994621.ece">"Google unveils improved AI video generator Veo 2 to rival OpenAI's Sora"</a>. <i>The Hindu</i>. 17 December 2024. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0971-751X">0971-751X</a><span class="reference-accessdate">. Retrieved <span class="nowrap">20 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Hindu&rft.atitle=Google+unveils+improved+AI+video+generator+Veo+2+to+rival+OpenAI%27s+Sora&rft.date=2024-12-17&rft.issn=0971-751X&rft_id=https%3A%2F%2Fwww.thehindu.com%2Fsci-tech%2Ftechnology%2Fgoogle-unveils-improved-ai-video-generator-veo-2-to-rival-openais-sora%2Farticle68994621.ece&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-108"><span class="mw-cite-backlink"><b><a href="#cite_ref-108">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFOrland2024" class="citation web cs1">Orland, Kyle (6 December 2024). <a rel="nofollow" class="external text" href="https://arstechnica.com/ai/2024/12/googles-genie-2-world-model-reveal-leaves-more-questions-than-answers/">"Google's Genie 2 "world model" reveal leaves more questions than answers"</a>. <i>Ars Technica</i><span class="reference-accessdate">. Retrieved <span class="nowrap">21 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Ars+Technica&rft.atitle=Google%27s+Genie+2+%22world+model%22+reveal+leaves+more+questions+than+answers&rft.date=2024-12-06&rft.aulast=Orland&rft.aufirst=Kyle&rft_id=https%3A%2F%2Farstechnica.com%2Fai%2F2024%2F12%2Fgoogles-genie-2-world-model-reveal-leaves-more-questions-than-answers%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-109"><span class="mw-cite-backlink"><b><a href="#cite_ref-109">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFWiggers2023" class="citation web cs1">Wiggers, Kyle (21 June 2023). <a rel="nofollow" class="external text" href="https://techcrunch.com/2023/06/21/deepminds-robocat-learns-to-perform-a-range-of-robotics-tasks/">"DeepMind's RoboCat learns to perform a range of robotics tasks"</a>. <i>TechCrunch</i><span class="reference-accessdate">. Retrieved <span class="nowrap">16 April</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=TechCrunch&rft.atitle=DeepMind%27s+RoboCat+learns+to+perform+a+range+of+robotics+tasks&rft.date=2023-06-21&rft.aulast=Wiggers&rft.aufirst=Kyle&rft_id=https%3A%2F%2Ftechcrunch.com%2F2023%2F06%2F21%2Fdeepminds-robocat-learns-to-perform-a-range-of-robotics-tasks%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-110"><span class="mw-cite-backlink"><b><a href="#cite_ref-110">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.independent.co.uk/tech/google-deepmind-ai-robot-robocat-b2362892.html">"Google's DeepMind unveils AI robot that can teach itself unsupervised"</a>. <i>The Independent</i>. 23 June 2023<span class="reference-accessdate">. Retrieved <span class="nowrap">16 April</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Independent&rft.atitle=Google%27s+DeepMind+unveils+AI+robot+that+can+teach+itself+unsupervised&rft.date=2023-06-23&rft_id=https%3A%2F%2Fwww.independent.co.uk%2Ftech%2Fgoogle-deepmind-ai-robot-robocat-b2362892.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-111"><span class="mw-cite-backlink"><b><a href="#cite_ref-111">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.deepmind.com/blog/advancing-sports-analytics-through-ai-research">"Advancing sports analytics through AI research"</a>. <i>DeepMind</i><span class="reference-accessdate">. Retrieved <span class="nowrap">29 April</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=Advancing+sports+analytics+through+AI+research&rft_id=https%3A%2F%2Fwww.deepmind.com%2Fblog%2Fadvancing-sports-analytics-through-ai-research&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-112"><span class="mw-cite-backlink"><b><a href="#cite_ref-112">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFTuylsOmidshafieiMullerWang2021" class="citation journal cs1">Tuyls, Karl; Omidshafiei, Shayegan; Muller, Paul; Wang, Zhe; Connor, Jerome; Hennes, Daniel; Graham, Ian; Spearman, William; Waskett, Tim; Steel, Dafydd; Luc, Pauline (6 May 2021). <a rel="nofollow" class="external text" href="https://www.jair.org/index.php/jair/article/view/12505">"Game Plan: What AI can do for Football, and What Football can do for AI"</a>. <i>Journal of Artificial Intelligence Research</i>. <b>71</b>: <span class="nowrap">41–</span>88. <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/2011.09192">2011.09192</a></span>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://doi.org/10.1613%2Fjair.1.12505">10.1613/jair.1.12505</a></span>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/1076-9757">1076-9757</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:227013043">227013043</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Journal+of+Artificial+Intelligence+Research&rft.atitle=Game+Plan%3A+What+AI+can+do+for+Football%2C+and+What+Football+can+do+for+AI&rft.volume=71&rft.pages=%3Cspan+class%3D%22nowrap%22%3E41-%3C%2Fspan%3E88&rft.date=2021-05-06&rft_id=info%3Aarxiv%2F2011.09192&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A227013043%23id-name%3DS2CID&rft.issn=1076-9757&rft_id=info%3Adoi%2F10.1613%2Fjair.1.12505&rft.aulast=Tuyls&rft.aufirst=Karl&rft.au=Omidshafiei%2C+Shayegan&rft.au=Muller%2C+Paul&rft.au=Wang%2C+Zhe&rft.au=Connor%2C+Jerome&rft.au=Hennes%2C+Daniel&rft.au=Graham%2C+Ian&rft.au=Spearman%2C+William&rft.au=Waskett%2C+Tim&rft.au=Steel%2C+Dafydd&rft.au=Luc%2C+Pauline&rft_id=https%3A%2F%2Fwww.jair.org%2Findex.php%2Fjair%2Farticle%2Fview%2F12505&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:1-113"><span class="mw-cite-backlink">^ <a href="#cite_ref-:1_113-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:1_113-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-:1_113-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.google/discover/blog/predicting-the-past-with-ithaca/">"Predicting the past with Ithaca"</a>. <i>Google DeepMind</i>. 9 March 2022.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+DeepMind&rft.atitle=Predicting+the+past+with+Ithaca&rft.date=2022-03-09&rft_id=https%3A%2F%2Fdeepmind.google%2Fdiscover%2Fblog%2Fpredicting-the-past-with-ithaca%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:2-114"><span class="mw-cite-backlink">^ <a href="#cite_ref-:2_114-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:2_114-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-:2_114-2"><sup><i><b>c</b></i></sup></a> <a href="#cite_ref-:2_114-3"><sup><i><b>d</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFVincent2022" class="citation web cs1">Vincent, James (9 March 2022). <a rel="nofollow" class="external text" href="https://www.theverge.com/2022/3/9/22968773/ai-machine-learning-ancient-inscriptions-texts-deepmind-ithaca-model">"DeepMind's new AI model helps decipher, date, and locate ancient inscriptions"</a>. <i>The Verge</i><span class="reference-accessdate">. Retrieved <span class="nowrap">16 April</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Verge&rft.atitle=DeepMind%27s+new+AI+model+helps+decipher%2C+date%2C+and+locate+ancient+inscriptions&rft.date=2022-03-09&rft.aulast=Vincent&rft.aufirst=James&rft_id=https%3A%2F%2Fwww.theverge.com%2F2022%2F3%2F9%2F22968773%2Fai-machine-learning-ancient-inscriptions-texts-deepmind-ithaca-model&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-115"><span class="mw-cite-backlink"><b><a href="#cite_ref-115">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMerchantBatznerSchoenholzAykol2023" class="citation journal cs1">Merchant, Amil; Batzner, Simon; Schoenholz, Samuel S.; Aykol, Muratahan; Cheon, Gowoon; Cubuk, Ekin Dogus (December 2023). <a rel="nofollow" class="external text" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10700131">"Scaling deep learning for materials discovery"</a>. <i>Nature</i>. <b>624</b> (7990): <span class="nowrap">80–</span>85. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2023Natur.624...80M">2023Natur.624...80M</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fs41586-023-06735-9">10.1038/s41586-023-06735-9</a></span>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/1476-4687">1476-4687</a>. <a href="/wiki/PMC_(identifier)" class="mw-redirect" title="PMC (identifier)">PMC</a> <span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10700131">10700131</a></span>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/38030720">38030720</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=Scaling+deep+learning+for+materials+discovery&rft.volume=624&rft.issue=7990&rft.pages=%3Cspan+class%3D%22nowrap%22%3E80-%3C%2Fspan%3E85&rft.date=2023-12&rft_id=https%3A%2F%2Fwww.ncbi.nlm.nih.gov%2Fpmc%2Farticles%2FPMC10700131%23id-name%3DPMC&rft_id=info%3Abibcode%2F2023Natur.624...80M&rft_id=info%3Apmid%2F38030720&rft_id=info%3Adoi%2F10.1038%2Fs41586-023-06735-9&rft.issn=1476-4687&rft.aulast=Merchant&rft.aufirst=Amil&rft.au=Batzner%2C+Simon&rft.au=Schoenholz%2C+Samuel+S.&rft.au=Aykol%2C+Muratahan&rft.au=Cheon%2C+Gowoon&rft.au=Cubuk%2C+Ekin+Dogus&rft_id=https%3A%2F%2Fwww.ncbi.nlm.nih.gov%2Fpmc%2Farticles%2FPMC10700131&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-116"><span class="mw-cite-backlink"><b><a href="#cite_ref-116">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.technologyreview.com/2023/11/29/1084061/deepmind-ai-tool-for-new-materials-discovery/">"Google DeepMind's new AI tool helped create more than 700 new materials"</a>. <i>MIT Technology Review</i><span class="reference-accessdate">. Retrieved <span class="nowrap">2 January</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=MIT+Technology+Review&rft.atitle=Google+DeepMind%27s+new+AI+tool+helped+create+more+than+700+new+materials&rft_id=https%3A%2F%2Fwww.technologyreview.com%2F2023%2F11%2F29%2F1084061%2Fdeepmind-ai-tool-for-new-materials-discovery%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-404media-117"><span class="mw-cite-backlink">^ <a href="#cite_ref-404media_117-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-404media_117-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFKoebler2024" class="citation web cs1">Koebler, Jason (11 April 2024). <a rel="nofollow" class="external text" href="https://www.404media.co/google-says-it-discovered-millions-of-new-materials-with-ai-human-researchers/">"Is Google's AI Actually Discovering 'Millions of New Materials?'<span class="cs1-kern-right"></span>"</a>. <i><a href="/wiki/404_Media" title="404 Media">404 Media</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=404+Media&rft.atitle=Is+Google%27s+AI+Actually+Discovering+%27Millions+of+New+Materials%3F%27&rft.date=2024-04-11&rft.aulast=Koebler&rft.aufirst=Jason&rft_id=https%3A%2F%2Fwww.404media.co%2Fgoogle-says-it-discovered-millions-of-new-materials-with-ai-human-researchers%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-118"><span class="mw-cite-backlink"><b><a href="#cite_ref-118">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFCheethamSeshadri2024" class="citation journal cs1"><a href="/wiki/Anthony_Cheetham" title="Anthony Cheetham">Cheetham, Anthony K.</a>; Seshadri, Ram (2024). <a rel="nofollow" class="external text" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11044265">"Artificial intelligence driving materials discovery? Perspective on the article: Scaling Deep Learning for Materials Discovery"</a>. <i><a href="/wiki/Chemistry_of_Materials" title="Chemistry of Materials">Chemistry of Materials</a></i>. <b>36</b> (8): <span class="nowrap">3490–</span>3495. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://doi.org/10.1021%2Facs.chemmater.4c00643">10.1021/acs.chemmater.4c00643</a></span>. <a href="/wiki/PMC_(identifier)" class="mw-redirect" title="PMC (identifier)">PMC</a> <span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11044265">11044265</a></span>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/38681084">38681084</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Chemistry+of+Materials&rft.atitle=Artificial+intelligence+driving+materials+discovery%3F+Perspective+on+the+article%3A+Scaling+Deep+Learning+for+Materials+Discovery&rft.volume=36&rft.issue=8&rft.pages=%3Cspan+class%3D%22nowrap%22%3E3490-%3C%2Fspan%3E3495&rft.date=2024&rft_id=https%3A%2F%2Fwww.ncbi.nlm.nih.gov%2Fpmc%2Farticles%2FPMC11044265%23id-name%3DPMC&rft_id=info%3Apmid%2F38681084&rft_id=info%3Adoi%2F10.1021%2Facs.chemmater.4c00643&rft.aulast=Cheetham&rft.aufirst=Anthony+K.&rft.au=Seshadri%2C+Ram&rft_id=https%3A%2F%2Fwww.ncbi.nlm.nih.gov%2Fpmc%2Farticles%2FPMC11044265&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-AlphaTensor1-119"><span class="mw-cite-backlink"><b><a href="#cite_ref-AlphaTensor1_119-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHutson2022" class="citation journal cs1">Hutson, Matthew (5 October 2022). <a rel="nofollow" class="external text" href="https://www.nature.com/articles/d41586-022-03166-w">"DeepMind AI invents faster algorithms to solve tough maths puzzles"</a>. <i><a href="/wiki/Nature_(journal)" title="Nature (journal)">Nature</a></i>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1038%2Fd41586-022-03166-w">10.1038/d41586-022-03166-w</a>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/36198824">36198824</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:252737506">252737506</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Nature&rft.atitle=DeepMind+AI+invents+faster+algorithms+to+solve+tough+maths+puzzles&rft.date=2022-10-05&rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A252737506%23id-name%3DS2CID&rft_id=info%3Apmid%2F36198824&rft_id=info%3Adoi%2F10.1038%2Fd41586-022-03166-w&rft.aulast=Hutson&rft.aufirst=Matthew&rft_id=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03166-w&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-AlphaTensor2-120"><span class="mw-cite-backlink">^ <a href="#cite_ref-AlphaTensor2_120-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-AlphaTensor2_120-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHeaven2022" class="citation web cs1">Heaven, Will Douglas (5 October 2022). <a rel="nofollow" class="external text" href="https://www.technologyreview.com/2022/10/05/1060717/deepmind-uses-its-game-playing-ai-to-best-a-50-year-old-record-in-computer-science/">"DeepMind's game-playing AI has beaten a 50-year-old record in computer science"</a>. <i><a href="/wiki/MIT_Technology_Review" title="MIT Technology Review">MIT Technology Review</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=MIT+Technology+Review&rft.atitle=DeepMind%27s+game-playing+AI+has+beaten+a+50-year-old+record+in+computer+science&rft.date=2022-10-05&rft.aulast=Heaven&rft.aufirst=Will+Douglas&rft_id=https%3A%2F%2Fwww.technologyreview.com%2F2022%2F10%2F05%2F1060717%2Fdeepmind-uses-its-game-playing-ai-to-best-a-50-year-old-record-in-computer-science%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-quantamag-121"><span class="mw-cite-backlink">^ <a href="#cite_ref-quantamag_121-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-quantamag_121-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.quantamagazine.org/ai-reveals-new-possibilities-in-matrix-multiplication-20221123/">"AI Reveals New Possibilities in Matrix Multiplication"</a>. <i>Quanta Magazine</i>. November 2022<span class="reference-accessdate">. Retrieved <span class="nowrap">26 November</span> 2022</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Quanta+Magazine&rft.atitle=AI+Reveals+New+Possibilities+in+Matrix+Multiplication&rft.date=2022-11&rft_id=https%3A%2F%2Fwww.quantamagazine.org%2Fai-reveals-new-possibilities-in-matrix-multiplication-20221123%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-:3-122"><span class="mw-cite-backlink">^ <a href="#cite_ref-:3_122-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:3_122-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFZia2024" class="citation web cs1">Zia, Tehseen (24 January 2024). <a rel="nofollow" class="external text" href="https://www.unite.ai/alphageometry-how-deepminds-ai-masters-geometry-problems-at-olympian-levels/">"AlphaGeometry: DeepMind's AI Masters Geometry Problems at Olympiad Levels"</a>. <i>Unite.ai</i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 May</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Unite.ai&rft.atitle=AlphaGeometry%3A+DeepMind%27s+AI+Masters+Geometry+Problems+at+Olympiad+Levels&rft.date=2024-01-24&rft.aulast=Zia&rft.aufirst=Tehseen&rft_id=https%3A%2F%2Fwww.unite.ai%2Falphageometry-how-deepminds-ai-masters-geometry-problems-at-olympian-levels%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-NYT-123"><span class="mw-cite-backlink"><b><a href="#cite_ref-NYT_123-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFRoberts2024" class="citation web cs1">Roberts, Siobhan (25 July 2024). <a rel="nofollow" class="external text" href="https://www.nytimes.com/2024/07/25/science/ai-math-alphaproof-deepmind.html/">"AI achieves silver-medal standard solving International Mathematical Olympiad problems"</a>. <i><a href="/wiki/The_New_York_Times" title="The New York Times">The New York Times</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 August</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+New+York+Times&rft.atitle=AI+achieves+silver-medal+standard+solving+International+Mathematical+Olympiad+problems&rft.date=2024-07-25&rft.aulast=Roberts&rft.aufirst=Siobhan&rft_id=https%3A%2F%2Fwww.nytimes.com%2F2024%2F07%2F25%2Fscience%2Fai-math-alphaproof-deepmind.html%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-IMO-124"><span class="mw-cite-backlink"><b><a href="#cite_ref-IMO_124-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFAlphaProof_and_AlphaGeometry_teams2024" class="citation web cs1">AlphaProof and AlphaGeometry teams (25 July 2024). <a rel="nofollow" class="external text" href="https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/">"AI achieves silver-medal standard solving International Mathematical Olympiad problems"</a>. <i>deepmind.google</i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 August</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=deepmind.google&rft.atitle=AI+achieves+silver-medal+standard+solving+International+Mathematical+Olympiad+problems&rft.date=2024-07-25&rft.au=AlphaProof+and+AlphaGeometry+teams&rft_id=https%3A%2F%2Fdeepmind.google%2Fdiscover%2Fblog%2Fai-solves-imo-problems-at-silver-medal-level%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-mit-125"><span class="mw-cite-backlink"><b><a href="#cite_ref-mit_125-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHeaven2023" class="citation web cs1">Heaven, Will Douglas (7 June 2023). <a rel="nofollow" class="external text" href="https://www.technologyreview.com/2023/06/07/1074184/google-deepmind-game-ai-alphadev-algorithm-code-faster/">"Google DeepMind's game-playing AI just found another way to make code faster"</a>. <a href="/wiki/MIT_Technology_Review" title="MIT Technology Review">MIT Technology Review</a>. <a rel="nofollow" class="external text" href="https://web.archive.org/web/20230614083801/https://www.technologyreview.com/2023/06/07/1074184/google-deepmind-game-ai-alphadev-algorithm-code-faster/">Archived</a> from the original on 14 June 2023<span class="reference-accessdate">. Retrieved <span class="nowrap">20 June</span> 2023</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Google+DeepMind%27s+game-playing+AI+just+found+another+way+to+make+code+faster&rft.pub=MIT+Technology+Review&rft.date=2023-06-07&rft.aulast=Heaven&rft.aufirst=Will+Douglas&rft_id=https%3A%2F%2Fwww.technologyreview.com%2F2023%2F06%2F07%2F1074184%2Fgoogle-deepmind-game-ai-alphadev-algorithm-code-faster%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-126"><span class="mw-cite-backlink"><b><a href="#cite_ref-126">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.google/discover/blog/alphadev-discovers-faster-sorting-algorithms">"AlphaDev discovers faster sorting algorithms"</a>. <i>DeepMind Blog</i>. 14 May 2024.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind+Blog&rft.atitle=AlphaDev+discovers+faster+sorting+algorithms&rft.date=2024-05-14&rft_id=https%3A%2F%2Fdeepmind.google%2Fdiscover%2Fblog%2Falphadev-discovers-faster-sorting-algorithms&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span> 18 June 2024.</span> </li> <li id="cite_note-127"><span class="mw-cite-backlink"><b><a href="#cite_ref-127">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFSparkes2023" class="citation web cs1">Sparkes, Matthew (7 June 2023). <a rel="nofollow" class="external text" href="https://www.newscientist.com/article/2376512-deepmind-ais-new-way-to-sort-objects-could-speed-up-global-computing/">"DeepMind AI's new way to sort objects could speed up global computing"</a>. <i>New Scientist</i><span class="reference-accessdate">. Retrieved <span class="nowrap">20 June</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=New+Scientist&rft.atitle=DeepMind+AI%27s+new+way+to+sort+objects+could+speed+up+global+computing&rft.date=2023-06-07&rft.aulast=Sparkes&rft.aufirst=Matthew&rft_id=https%3A%2F%2Fwww.newscientist.com%2Farticle%2F2376512-deepmind-ais-new-way-to-sort-objects-could-speed-up-global-computing%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-128"><span class="mw-cite-backlink"><b><a href="#cite_ref-128">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGhoshal2024" class="citation web cs1">Ghoshal, Abhimanyu (30 November 2024). <a rel="nofollow" class="external text" href="https://newatlas.com/ai-humanoids/3-mind-blowing-ways-ai-chip-design-singularity/">"Singularity alert: AIs are already designing their own chips"</a>. <i>New Atlas</i><span class="reference-accessdate">. Retrieved <span class="nowrap">2 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=New+Atlas&rft.atitle=Singularity+alert%3A+AIs+are+already+designing+their+own+chips&rft.date=2024-11-30&rft.aulast=Ghoshal&rft.aufirst=Abhimanyu&rft_id=https%3A%2F%2Fnewatlas.com%2Fai-humanoids%2F3-mind-blowing-ways-ai-chip-design-singularity%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-129"><span class="mw-cite-backlink"><b><a href="#cite_ref-129">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFShilov2024" class="citation web cs1">Shilov, Anton (28 September 2024). <a rel="nofollow" class="external text" href="https://www.tomshardware.com/tech-industry/google-unveils-alphachip-ai-assisted-chip-design-technology-chip-layout-as-a-game-for-a-computer">"Google unveils AlphaChip AI-assisted chip design technology — chip layout as a game for a computer"</a>. <i>Tom's Hardware</i><span class="reference-accessdate">. Retrieved <span class="nowrap">2 December</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Tom%27s+Hardware&rft.atitle=Google+unveils+AlphaChip+AI-assisted+chip+design+technology+%E2%80%94+chip+layout+as+a+game+for+a+computer&rft.date=2024-09-28&rft.aulast=Shilov&rft.aufirst=Anton&rft_id=https%3A%2F%2Fwww.tomshardware.com%2Ftech-industry%2Fgoogle-unveils-alphachip-ai-assisted-chip-design-technology-chip-layout-as-a-game-for-a-computer&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-130"><span class="mw-cite-backlink"><b><a href="#cite_ref-130">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.deepmind.com/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-by-40">"DeepMind AI Reduces Google Data Centre Cooling Bill by 40%"</a>. <i>DeepMind Blog</i>. 14 May 2024.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind+Blog&rft.atitle=DeepMind+AI+Reduces+Google+Data+Centre+Cooling+Bill+by+40%25&rft.date=2024-05-14&rft_id=https%3A%2F%2Fwww.deepmind.com%2Fblog%2Fdeepmind-ai-reduces-google-data-centre-cooling-bill-by-40&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span> 20 July 2016.</span> </li> <li id="cite_note-131"><span class="mw-cite-backlink"><b><a href="#cite_ref-131">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/deepmind-meet-android/">"DeepMind, meet Android"</a>. <i>DeepMind Blog</i>. 14 May 2024.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind+Blog&rft.atitle=DeepMind%2C+meet+Android&rft.date=2024-05-14&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Fdeepmind-meet-android%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span> 8 May 2018.</span> </li> <li id="cite_note-132"><span class="mw-cite-backlink"><b><a href="#cite_ref-132">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBaraniuk2016" class="citation news cs1">Baraniuk, Chris (6 July 2016). <a rel="nofollow" class="external text" href="https://www.bbc.com/news/technology-36713308">"Google's DeepMind to peek at NHS eye scans for disease analysis"</a>. BBC<span class="reference-accessdate">. Retrieved <span class="nowrap">6 July</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Google%27s+DeepMind+to+peek+at+NHS+eye+scans+for+disease+analysis&rft.date=2016-07-06&rft.aulast=Baraniuk&rft.aufirst=Chris&rft_id=https%3A%2F%2Fwww.bbc.com%2Fnews%2Ftechnology-36713308&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-133"><span class="mw-cite-backlink"><b><a href="#cite_ref-133">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBaraniuk2016" class="citation news cs1">Baraniuk, Chris (31 August 2016). <a rel="nofollow" class="external text" href="https://www.bbc.co.uk/news/technology-37230806">"Google DeepMind targets NHS head and neck cancer treatment"</a>. BBC<span class="reference-accessdate">. Retrieved <span class="nowrap">5 September</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Google+DeepMind+targets+NHS+head+and+neck+cancer+treatment&rft.date=2016-08-31&rft.aulast=Baraniuk&rft.aufirst=Chris&rft_id=https%3A%2F%2Fwww.bbc.co.uk%2Fnews%2Ftechnology-37230806&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-134"><span class="mw-cite-backlink"><b><a href="#cite_ref-134">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="http://www.itpro.co.uk/public-sector/27833/deepmind-announces-second-nhs-partnership">"DeepMind announces second NHS partnership"</a>. IT Pro. 23 December 2016<span class="reference-accessdate">. Retrieved <span class="nowrap">23 December</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=DeepMind+announces+second+NHS+partnership&rft.date=2016-12-23&rft_id=http%3A%2F%2Fwww.itpro.co.uk%2Fpublic-sector%2F27833%2Fdeepmind-announces-second-nhs-partnership&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-135"><span class="mw-cite-backlink"><b><a href="#cite_ref-135">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.digitalhealth.net/2017/12/google-deepmind-streams-royal-free/">"Google DeepMind's Streams technology branded 'phenomenal'<span class="cs1-kern-right"></span>"</a>. Digital Health. 4 December 2017<span class="reference-accessdate">. Retrieved <span class="nowrap">23 December</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Google+DeepMind%27s+Streams+technology+branded+%27phenomenal%27&rft.date=2017-12-04&rft_id=https%3A%2F%2Fwww.digitalhealth.net%2F2017%2F12%2Fgoogle-deepmind-streams-royal-free%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-136"><span class="mw-cite-backlink"><b><a href="#cite_ref-136">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://siliconangle.com/blog/2017/11/24/google-deepmind-announces-new-research-partnership-fight-breast-cancer-ai/">"Google DeepMind announces new research partnership to fight breast cancer with AI"</a>. <i>Silicon Angle</i>. 24 November 2017.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Silicon+Angle&rft.atitle=Google+DeepMind+announces+new+research+partnership+to+fight+breast+cancer+with+AI&rft.date=2017-11-24&rft_id=https%3A%2F%2Fsiliconangle.com%2Fblog%2F2017%2F11%2F24%2Fgoogle-deepmind-announces-new-research-partnership-fight-breast-cancer-ai%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-137"><span class="mw-cite-backlink"><b><a href="#cite_ref-137">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://venturebeat.com/2018/02/22/googles-deepmind-wants-ai-to-spot-kidney-injuries/">"Google's DeepMind wants AI to spot kidney injuries"</a>. <i>Venture Beat</i>. 22 February 2018.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Venture+Beat&rft.atitle=Google%27s+DeepMind+wants+AI+to+spot+kidney+injuries&rft.date=2018-02-22&rft_id=https%3A%2F%2Fventurebeat.com%2F2018%2F02%2F22%2Fgoogles-deepmind-wants-ai-to-spot-kidney-injuries%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-138"><span class="mw-cite-backlink"><b><a href="#cite_ref-138">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFEvenstad2018" class="citation web cs1">Evenstad, Lis (15 June 2018). <a rel="nofollow" class="external text" href="https://www.computerweekly.com/news/252443164/DeepMind-Health-must-be-transparent-to-gain-public-trust-review-finds">"DeepMind Health must be transparent to gain public trust, review finds"</a>. <i>ComputerWeekly.com</i><span class="reference-accessdate">. Retrieved <span class="nowrap">14 November</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=ComputerWeekly.com&rft.atitle=DeepMind+Health+must+be+transparent+to+gain+public+trust%2C+review+finds&rft.date=2018-06-15&rft.aulast=Evenstad&rft.aufirst=Lis&rft_id=https%3A%2F%2Fwww.computerweekly.com%2Fnews%2F252443164%2FDeepMind-Health-must-be-transparent-to-gain-public-trust-review-finds&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-139"><span class="mw-cite-backlink"><b><a href="#cite_ref-139">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFVincent2018" class="citation news cs1">Vincent, James (13 November 2018). <a rel="nofollow" class="external text" href="https://www.theverge.com/2018/11/13/18091774/google-deepmind-health-absorbing-streams-team-ai-assistant-nurse-doctor">"Google is absorbing DeepMind's health care unit to create an 'AI assistant for nurses and doctors'<span class="cs1-kern-right"></span>"</a>. <i>The Verge</i><span class="reference-accessdate">. Retrieved <span class="nowrap">14 November</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Verge&rft.atitle=Google+is+absorbing+DeepMind%27s+health+care+unit+to+create+an+%27AI+assistant+for+nurses+and+doctors%27&rft.date=2018-11-13&rft.aulast=Vincent&rft.aufirst=James&rft_id=https%3A%2F%2Fwww.theverge.com%2F2018%2F11%2F13%2F18091774%2Fgoogle-deepmind-health-absorbing-streams-team-ai-assistant-nurse-doctor&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-140"><span class="mw-cite-backlink"><b><a href="#cite_ref-140">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHern2018" class="citation news cs1">Hern, Alex (14 November 2018). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2018/nov/14/google-betrays-patient-trust-deepmind-healthcare-move">"Google 'betrays patient trust' with DeepMind Health move"</a>. <i>The Guardian</i><span class="reference-accessdate">. Retrieved <span class="nowrap">14 November</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=Google+%27betrays+patient+trust%27+with+DeepMind+Health+move&rft.date=2018-11-14&rft.aulast=Hern&rft.aufirst=Alex&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2018%2Fnov%2F14%2Fgoogle-betrays-patient-trust-deepmind-healthcare-move&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-141"><span class="mw-cite-backlink"><b><a href="#cite_ref-141">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFStokel-Walker2018" class="citation magazine cs1">Stokel-Walker, Chris (14 November 2018). <a rel="nofollow" class="external text" href="https://www.wired.co.uk/article/google-deepmind-nhs-health-data">"Why Google consuming DeepMind Health is scaring privacy experts"</a>. <i>Wired</i><span class="reference-accessdate">. Retrieved <span class="nowrap">15 November</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Wired&rft.atitle=Why+Google+consuming+DeepMind+Health+is+scaring+privacy+experts&rft.date=2018-11-14&rft.aulast=Stokel-Walker&rft.aufirst=Chris&rft_id=https%3A%2F%2Fwww.wired.co.uk%2Farticle%2Fgoogle-deepmind-nhs-health-data&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-142"><span class="mw-cite-backlink"><b><a href="#cite_ref-142">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMurphy2018" class="citation news cs1">Murphy, Margi (14 November 2018). <span class="id-lock-subscription" title="Paid subscription required"><a rel="nofollow" class="external text" href="https://www.telegraph.co.uk/technology/2018/11/14/deepmind-boss-defends-controversial-google-health-deal/">"DeepMind boss defends controversial Google health deal"</a></span>. <i>The Telegraph</i>. <a rel="nofollow" class="external text" href="https://ghostarchive.org/archive/20220112/https://www.telegraph.co.uk/technology/2018/11/14/deepmind-boss-defends-controversial-google-health-deal/">Archived</a> from the original on 12 January 2022<span class="reference-accessdate">. Retrieved <span class="nowrap">14 November</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Telegraph&rft.atitle=DeepMind+boss+defends+controversial+Google+health+deal&rft.date=2018-11-14&rft.aulast=Murphy&rft.aufirst=Margi&rft_id=https%3A%2F%2Fwww.telegraph.co.uk%2Ftechnology%2F2018%2F11%2F14%2Fdeepmind-boss-defends-controversial-google-health-deal%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-143"><span class="mw-cite-backlink"><b><a href="#cite_ref-143">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHodson2016" class="citation news cs1">Hodson, Hal (29 April 2016). <a rel="nofollow" class="external text" href="https://www.newscientist.com/article/2086454-revealed-google-ai-has-access-to-huge-haul-of-nhs-patient-data">"Revealed: Google AI has access to huge haul of NHS patient data"</a>. <i><a href="/wiki/New_Scientist" title="New Scientist">New Scientist</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=New+Scientist&rft.atitle=Revealed%3A+Google+AI+has+access+to+huge+haul+of+NHS+patient+data&rft.date=2016-04-29&rft.aulast=Hodson&rft.aufirst=Hal&rft_id=https%3A%2F%2Fwww.newscientist.com%2Farticle%2F2086454-revealed-google-ai-has-access-to-huge-haul-of-nhs-patient-data&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-144"><span class="mw-cite-backlink"><b><a href="#cite_ref-144">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://www.newscientist.com/article/mg23030722-900-big-data-if-theres-nothing-to-hide-why-be-secretive/">"Leader: If Google has nothing to hide about NHS data, why so secretive?"</a>. <i><a href="/wiki/New_Scientist" title="New Scientist">New Scientist</a></i>. 4 May 2016.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=New+Scientist&rft.atitle=Leader%3A+If+Google+has+nothing+to+hide+about+NHS+data%2C+why+so+secretive%3F&rft.date=2016-05-04&rft_id=https%3A%2F%2Fwww.newscientist.com%2Farticle%2Fmg23030722-900-big-data-if-theres-nothing-to-hide-why-be-secretive%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-145"><span class="mw-cite-backlink"><b><a href="#cite_ref-145">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFDonnelly2016" class="citation news cs1">Donnelly, Caroline (12 May 2016). <a rel="nofollow" class="external text" href="http://www.computerweekly.com/news/450296175/ICO-probes-Google-DeepMind-patient-data-sharing-deal-with-NHS-Hospital-Trust">"ICO probes Google DeepMind patient data-sharing deal with NHS Hospital Trust"</a>. <i><a href="/wiki/Computer_Weekly" title="Computer Weekly">Computer Weekly</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Computer+Weekly&rft.atitle=ICO+probes+Google+DeepMind+patient+data-sharing+deal+with+NHS+Hospital+Trust&rft.date=2016-05-12&rft.aulast=Donnelly&rft.aufirst=Caroline&rft_id=http%3A%2F%2Fwww.computerweekly.com%2Fnews%2F450296175%2FICO-probes-Google-DeepMind-patient-data-sharing-deal-with-NHS-Hospital-Trust&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-146"><span class="mw-cite-backlink"><b><a href="#cite_ref-146">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHodson2016" class="citation news cs1">Hodson, Hal (25 May 2016). <a rel="nofollow" class="external text" href="https://www.newscientist.com/article/2088056-exclusive-googles-nhs-deal/">"Did Google's NHS patient data deal need ethical approval?"</a>. <i><a href="/wiki/New_Scientist" title="New Scientist">New Scientist</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">28 May</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=New+Scientist&rft.atitle=Did+Google%27s+NHS+patient+data+deal+need+ethical+approval%3F&rft.date=2016-05-25&rft.aulast=Hodson&rft.aufirst=Hal&rft_id=https%3A%2F%2Fwww.newscientist.com%2Farticle%2F2088056-exclusive-googles-nhs-deal%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-147"><span class="mw-cite-backlink"><b><a href="#cite_ref-147">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20180616142219/https://ico.org.uk/about-the-ico/news-and-events/news-and-blogs/2017/07/royal-free-google-deepmind-trial-failed-to-comply-with-data-protection-law/">"Royal Free - Google DeepMind trial failed to comply with data protection law"</a>. <i>ico.org.uk</i>. 17 August 2017. Archived from <a rel="nofollow" class="external text" href="https://ico.org.uk/about-the-ico/news-and-events/news-and-blogs/2017/07/royal-free-google-deepmind-trial-failed-to-comply-with-data-protection-law/">the original</a> on 16 June 2018<span class="reference-accessdate">. Retrieved <span class="nowrap">15 February</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=ico.org.uk&rft.atitle=Royal+Free+-+Google+DeepMind+trial+failed+to+comply+with+data+protection+law&rft.date=2017-08-17&rft_id=https%3A%2F%2Fico.org.uk%2Fabout-the-ico%2Fnews-and-events%2Fnews-and-blogs%2F2017%2F07%2Froyal-free-google-deepmind-trial-failed-to-comply-with-data-protection-law%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-148"><span class="mw-cite-backlink"><b><a href="#cite_ref-148">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/ico-royal-free/">"The Information Commissioner, the Royal Free, and what we've learned"</a>. <i>DeepMind</i><span class="reference-accessdate">. Retrieved <span class="nowrap">15 February</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=The+Information+Commissioner%2C+the+Royal+Free%2C+and+what+we%27ve+learned&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Fico-royal-free%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-149"><span class="mw-cite-backlink"><b><a href="#cite_ref-149">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/applied/deepmind-health/patients/">"For Patients"</a>. <i>DeepMind</i><span class="reference-accessdate">. Retrieved <span class="nowrap">15 February</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=DeepMind&rft.atitle=For+Patients&rft_id=https%3A%2F%2Fdeepmind.com%2Fapplied%2Fdeepmind-health%2Fpatients%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-150"><span class="mw-cite-backlink"><b><a href="#cite_ref-150">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMartin2017" class="citation news cs1">Martin, Alexander J (15 May 2017). <a rel="nofollow" class="external text" href="http://news.sky.com/story/google-received-16-million-nhs-patients-data-on-an-inappropriate-legal-basis-10879142/">"Google received 1.6 million NHS patients' data on an 'inappropriate legal basis'<span class="cs1-kern-right"></span>"</a>. <i><a href="/wiki/Sky_News" title="Sky News">Sky News</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">16 May</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Sky+News&rft.atitle=Google+received+1.6+million+NHS+patients%27+data+on+an+%27inappropriate+legal+basis%27&rft.date=2017-05-15&rft.aulast=Martin&rft.aufirst=Alexander+J&rft_id=http%3A%2F%2Fnews.sky.com%2Fstory%2Fgoogle-received-16-million-nhs-patients-data-on-an-inappropriate-legal-basis-10879142%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-151"><span class="mw-cite-backlink"><b><a href="#cite_ref-151">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHern2017" class="citation news cs1">Hern, Alex (3 July 2017). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2017/jul/03/google-deepmind-16m-patient-royal-free-deal-data-protection-act">"Royal Free breached UK data law in 1.6m patient deal with Google's DeepMind"</a>. <i>The Guardian</i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=Royal+Free+breached+UK+data+law+in+1.6m+patient+deal+with+Google%27s+DeepMind&rft.date=2017-07-03&rft.aulast=Hern&rft.aufirst=Alex&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2017%2Fjul%2F03%2Fgoogle-deepmind-16m-patient-royal-free-deal-data-protection-act&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-152"><span class="mw-cite-backlink"><b><a href="#cite_ref-152">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation news cs1"><a rel="nofollow" class="external text" href="https://deepmind.com/blog/why-we-launched-deepmind-ethics-society/">"Why we launched DeepMind Ethics & Society"</a>. <i>DeepMind Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">25 March</span> 2018</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=DeepMind+Blog&rft.atitle=Why+we+launched+DeepMind+Ethics+%26+Society&rft_id=https%3A%2F%2Fdeepmind.com%2Fblog%2Fwhy-we-launched-deepmind-ethics-society%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-153"><span class="mw-cite-backlink"><b><a href="#cite_ref-153">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFTemperton" class="citation news cs1">Temperton, James. <a rel="nofollow" class="external text" href="https://www.wired.co.uk/article/deepmind-ethics-and-society-artificial-intelligence">"DeepMind's new AI ethics unit is the company's next big move"</a>. <i>Wired (UK)</i><span class="reference-accessdate">. Retrieved <span class="nowrap">3 December</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Wired+%28UK%29&rft.atitle=DeepMind%27s+new+AI+ethics+unit+is+the+company%27s+next+big+move&rft.aulast=Temperton&rft.aufirst=James&rft_id=https%3A%2F%2Fwww.wired.co.uk%2Farticle%2Fdeepmind-ethics-and-society-artificial-intelligence&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-154"><span class="mw-cite-backlink"><b><a href="#cite_ref-154">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHern2017" class="citation news cs1">Hern, Alex (4 October 2017). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2017/oct/04/google-deepmind-ai-artificial-intelligence-ethics-group-problems">"DeepMind announces ethics group to focus on problems of AI"</a>. <i><a href="/wiki/The_Guardian" title="The Guardian">The Guardian</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">8 December</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=DeepMind+announces+ethics+group+to+focus+on+problems+of+AI&rft.date=2017-10-04&rft.aulast=Hern&rft.aufirst=Alex&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2017%2Foct%2F04%2Fgoogle-deepmind-ai-artificial-intelligence-ethics-group-problems&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-155"><span class="mw-cite-backlink"><b><a href="#cite_ref-155">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHern2017" class="citation news cs1">Hern, Alex (4 October 2017). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2017/oct/04/google-deepmind-ai-artificial-intelligence-ethics-group-problems">"DeepMind announces ethics group to focus on problems of AI"</a>. <i>The Guardian</i><span class="reference-accessdate">. Retrieved <span class="nowrap">12 June</span> 2020</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Guardian&rft.atitle=DeepMind+announces+ethics+group+to+focus+on+problems+of+AI&rft.date=2017-10-04&rft.aulast=Hern&rft.aufirst=Alex&rft_id=https%3A%2F%2Fwww.theguardian.com%2Ftechnology%2F2017%2Foct%2F04%2Fgoogle-deepmind-ai-artificial-intelligence-ethics-group-problems&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-156"><span class="mw-cite-backlink"><b><a href="#cite_ref-156">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.cam.ac.uk/research/news/cambridge-appoints-first-deepmind-professor-of-machine-learning">"Cambridge appoints first DeepMind Professor of Machine Learning"</a>. <i>University of Cambridge</i>. 18 September 2019.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=University+of+Cambridge&rft.atitle=Cambridge+appoints+first+DeepMind+Professor+of+Machine+Learning&rft.date=2019-09-18&rft_id=https%3A%2F%2Fwww.cam.ac.uk%2Fresearch%2Fnews%2Fcambridge-appoints-first-deepmind-professor-of-machine-learning&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-157"><span class="mw-cite-backlink"><b><a href="#cite_ref-157">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://www.cs.ox.ac.uk/news/1862-full.html">"DeepMind funds new post at Oxford University – the DeepMind Professorship of Artificial Intelligence"</a>. <i>Department of Computer Science</i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Department+of+Computer+Science&rft.atitle=DeepMind+funds+new+post+at+Oxford+University+%E2%80%93+the+DeepMind+Professorship+of+Artificial+Intelligence&rft_id=http%3A%2F%2Fwww.cs.ox.ac.uk%2Fnews%2F1862-full.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> <li id="cite_note-158"><span class="mw-cite-backlink"><b><a href="#cite_ref-158">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.ucl.ac.uk/news/2019/nov/deepmind-renews-its-commitment-ucl">"DeepMind renews its commitment to UCL"</a>. <i>University College London</i>. 29 March 2021.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=University+College+London&rft.atitle=DeepMind+renews+its+commitment+to+UCL&rft.date=2021-03-29&rft_id=https%3A%2F%2Fwww.ucl.ac.uk%2Fnews%2F2019%2Fnov%2Fdeepmind-renews-its-commitment-ucl&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+DeepMind" class="Z3988"></span></span> </li> </ol></div></div> <div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_DeepMind&action=edit&section=32" title="Edit section: External links"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><span class="official-website"><span class="url"><a rel="nofollow" class="external text" href="https://deepmind.google/">Official website</a></span></span> <span class="mw-valign-text-top" typeof="mw:File/Frameless"><a 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scope="row" class="navbox-group" style="width:1%">Versions</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlphaGo" title="AlphaGo">AlphaGo</a> (2015)</li> <li><a href="/wiki/Master_(software)" title="Master (software)">Master</a> (2016)</li> <li><a href="/wiki/AlphaGo_Zero" title="AlphaGo Zero">AlphaGo Zero</a> (2017)</li> <li><a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a> (2017)</li> <li><a href="/wiki/MuZero" title="MuZero">MuZero</a> (2019)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Competitions</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlphaGo_versus_Fan_Hui" title="AlphaGo versus Fan Hui">Fan Hui</a> (2015)</li> <li><a href="/wiki/AlphaGo_versus_Lee_Sedol" title="AlphaGo versus Lee Sedol">Lee Sedol</a> (2016)</li> <li><a href="/wiki/AlphaGo_versus_Ke_Jie" title="AlphaGo versus Ke Jie">Ke Jie</a> (2017)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">In popular culture</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/AlphaGo_(film)" title="AlphaGo (film)">AlphaGo</a></i> (2017)</li> <li><i><a href="/wiki/The_MANIAC" title="The MANIAC">The MANIAC</a></i> (2023)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlphaFold" title="AlphaFold">AlphaFold</a> (2018)</li> <li><a href="/wiki/AlphaStar_(software)" title="AlphaStar (software)">AlphaStar</a> (2019)</li> <li><a href="/wiki/AlphaDev" title="AlphaDev">AlphaDev</a> (2023)</li> <li><a href="/wiki/AlphaGeometry" title="AlphaGeometry">AlphaGeometry</a> (2024)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Machine learning</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Neural networks</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Inception_(deep_learning_architecture)" title="Inception (deep learning architecture)">Inception</a> (2014)</li> <li><a href="/wiki/WaveNet" title="WaveNet">WaveNet</a> (2016)</li> <li><a href="/wiki/MobileNet" title="MobileNet">MobileNet</a> (2017)</li> <li><a href="/wiki/Transformer_(deep_learning_architecture)" title="Transformer (deep learning architecture)">Transformer</a> (2017)</li> <li><a href="/wiki/EfficientNet" title="EfficientNet">EfficientNet</a> (2019)</li> <li><a href="/wiki/Gato_(DeepMind)" title="Gato (DeepMind)">Gato</a> (2022)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Quantum_Artificial_Intelligence_Lab" title="Quantum Artificial Intelligence Lab">Quantum Artificial Intelligence Lab</a></li> <li><a href="/wiki/TensorFlow" title="TensorFlow">TensorFlow</a></li> <li><a href="/wiki/Tensor_Processing_Unit" title="Tensor Processing Unit">Tensor Processing Unit</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Generative AI</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Chatbots</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Assistant" title="Google Assistant">Assistant</a> (2016)</li> <li><a href="/wiki/Sparrow_(chatbot)" title="Sparrow (chatbot)">Sparrow</a> (2022)</li> <li><a href="/wiki/Gemini_(chatbot)" title="Gemini (chatbot)">Gemini</a> (2023)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Language models</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/BERT_(language_model)" title="BERT (language model)">BERT</a> (2018)</li> <li><a href="/wiki/XLNet" title="XLNet">XLNet</a> (2019)</li> <li><a href="/wiki/T5_(language_model)" title="T5 (language model)">T5</a> (2019)</li> <li><a href="/wiki/LaMDA" title="LaMDA">LaMDA</a> (2021)</li> <li><a href="/wiki/Chinchilla_(language_model)" title="Chinchilla (language model)">Chinchilla</a> (2022)</li> <li><a href="/wiki/PaLM" title="PaLM">PaLM</a> (2022)</li> <li><a href="/wiki/Gemini_(language_model)" title="Gemini (language model)">Gemini</a> (2023)</li> <li><a href="/wiki/VideoPoet" title="VideoPoet">VideoPoet</a> (2024)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/DreamBooth" title="DreamBooth">DreamBooth</a> (2022)</li> <li><a href="/wiki/NotebookLM" title="NotebookLM">NotebookLM</a> (2023)</li> <li><a href="/wiki/Google_Vids" title="Google Vids">Vids</a> (2024)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">See also</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li>"<a href="/wiki/Attention_Is_All_You_Need" title="Attention Is All You Need">Attention Is All You Need</a>"</li> <li><a href="/wiki/Future_of_Go_Summit" title="Future of Go Summit">Future of Go Summit</a></li> <li><a href="/wiki/Generative_pre-trained_transformer" title="Generative pre-trained transformer">Generative pre-trained transformer</a></li> <li><a href="/wiki/Google_Labs" title="Google Labs">Google Labs</a></li> <li><a href="/wiki/Google_Pixel" title="Google Pixel">Google Pixel</a></li> <li><a href="/wiki/Google_Workspace" title="Google Workspace">Google Workspace</a></li> <li><a href="/wiki/Robot_Constitution" title="Robot Constitution">Robot Constitution</a></li></ul> </div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div> <ul><li><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" 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Games">Green Throttle Games</a></li> <li><a href="/wiki/GreenBorder" title="GreenBorder">GreenBorder</a></li> <li><a href="/wiki/Gridcentric" title="Gridcentric">Gridcentric</a></li> <li><a href="/wiki/ImageAmerica" title="ImageAmerica">ImageAmerica</a></li> <li><a href="/wiki/Impermium" title="Impermium">Impermium</a></li> <li><a href="/wiki/Invite_Media" title="Invite Media">Invite Media</a></li> <li><a href="/wiki/Kaltix" title="Kaltix">Kaltix</a></li> <li><a href="/wiki/Marratech" title="Marratech">Marratech</a></li> <li><a href="/wiki/Meebo" title="Meebo">Meebo</a></li> <li><a href="/wiki/Metaweb" title="Metaweb">Metaweb</a></li> <li><a href="/wiki/Neotonic_Software" title="Neotonic Software">Neotonic Software</a></li> <li><a href="/wiki/Neverware" title="Neverware">Neverware</a></li> <li><a href="/wiki/Nik_Software" title="Nik Software">Nik Software</a></li> <li><a href="/wiki/Orbitera" title="Orbitera">Orbitera</a></li> <li><a href="/wiki/Pyra_Labs" title="Pyra Labs">Pyra Labs</a></li> <li><a href="/wiki/Quest_Visual" title="Quest Visual">Quest Visual</a></li> <li><a href="/wiki/Reqwireless" title="Reqwireless">Reqwireless</a></li> <li><a href="/wiki/RightsFlow" title="RightsFlow">RightsFlow</a></li> <li><a href="/wiki/Sidewalk_Labs" title="Sidewalk Labs">Sidewalk Labs</a></li> <li><a href="/wiki/SlickLogin" title="SlickLogin">SlickLogin</a></li> <li><a href="/wiki/Titan_Aerospace" title="Titan Aerospace">Titan Aerospace</a></li> <li><a href="/wiki/Typhoon_Studios" title="Typhoon Studios">Typhoon Studios</a></li> <li><a href="/wiki/Urban_Engines" title="Urban Engines">Urban Engines</a></li> <li><a href="/wiki/Vicarious_(company)" title="Vicarious (company)">Vicarious</a></li> <li><a href="/wiki/Viewdle" title="Viewdle">Viewdle</a></li> <li><a href="/wiki/Wavii" title="Wavii">Wavii</a></li> <li><a href="/wiki/Wildfire_Interactive" title="Wildfire Interactive">Wildfire Interactive</a></li> <li><a href="/wiki/YouTube_Next_Lab_and_Audience_Development_Group" title="YouTube Next Lab and Audience Development Group">YouTube Next Lab and Audience Development Group</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Programs</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Business_Groups" title="Google Business Groups">Business Groups</a></i></li> <li><i><a href="/wiki/IBM/Google_Cloud_Computing_University_Initiative" title="IBM/Google Cloud Computing University Initiative">Computing University Initiative</a></i></li> <li><i><a href="/wiki/Google_Contact_Lens" title="Google Contact Lens">Contact Lens</a></i></li> <li><a href="/wiki/Content_ID" title="Content ID">Content ID</a></li> <li><i><a href="/wiki/CrossCheck_(project)" title="CrossCheck (project)">CrossCheck</a></i></li> <li><i><a href="/wiki/Google_Data_Liberation_Front" title="Google Data Liberation Front">Data Liberation Front</a></i></li> <li><a href="/wiki/Data_Transfer_Project" title="Data Transfer Project">Data Transfer Project</a></li> <li><a href="/wiki/Google_Developer_Expert" title="Google Developer Expert">Developer Expert</a></li> <li><a href="/wiki/DigiKavach" title="DigiKavach">DigiKavach</a></li> <li><i><a href="/wiki/DigiPivot" title="DigiPivot">DigiPivot</a></i></li> <li><a href="/wiki/Google_Digital_Garage" title="Google Digital Garage">Digital Garage</a></li> <li><a href="/wiki/Digital_News_Initiative" title="Digital News Initiative">Digital News Initiative</a></li> <li><i><a href="/wiki/Digital_Unlocked" title="Digital Unlocked">Digital Unlocked</a></i></li> <li><i><a href="/wiki/Dragonfly_(search_engine)" title="Dragonfly (search engine)">Dragonfly</a></i></li> <li><i><a href="/wiki/Google_Founders%27_Award" title="Google Founders' Award">Founders' Award</a></i></li> <li><i><a href="/wiki/Google_Free_Zone" title="Google Free Zone">Free Zone</a></i></li> <li><a href="/wiki/Google_Get_Your_Business_Online" title="Google Get Your Business Online">Get Your Business Online</a></li> <li><a href="/wiki/Google_for_Education" title="Google for Education">Google for Education</a></li> <li><a href="/wiki/Google_for_Startups" title="Google for Startups">Google for Startups</a></li> <li><i><a href="/wiki/Living_Stories" title="Living Stories">Living Stories</a></i></li> <li><i><a href="/wiki/Made_with_Code" title="Made with Code">Made with Code</a></i></li> <li><i><a href="/wiki/Google_News_Lab" title="Google News Lab">News Lab</a></i></li> <li><i><a href="/wiki/Google_PowerMeter" title="Google PowerMeter">PowerMeter</a></i></li> <li><a href="/wiki/Privacy_Sandbox" title="Privacy Sandbox">Privacy Sandbox</a></li> <li><a href="/wiki/Project_Nightingale" title="Project Nightingale">Project Nightingale</a></li> <li><a href="/wiki/Project_Nimbus" title="Project Nimbus">Project Nimbus</a></li> <li><a href="/wiki/Project_Sunroof" title="Project Sunroof">Project Sunroof</a></li> <li><a href="/wiki/Project_Zero" title="Project Zero">Project Zero</a></li> <li><a href="/wiki/Quantum_Artificial_Intelligence_Lab" title="Quantum Artificial Intelligence Lab">Quantum Artificial Intelligence Lab</a></li> <li><a href="/wiki/RechargeIT" title="RechargeIT">RechargeIT</a></li> <li><a href="/wiki/Sensorvault" title="Sensorvault">Sensorvault</a></li> <li><a href="/wiki/Google_Silicon_Initiative" title="Google Silicon Initiative">Silicon Initiative</a></li> <li><i><a href="/wiki/Solve_for_X" title="Solve for X">Solve for X</a></i></li> <li><a href="/wiki/Street_View_Trusted" title="Street View Trusted">Street View Trusted</a></li> <li><i><a href="/wiki/Google_Student_Ambassador_Program" title="Google Student Ambassador Program">Student Ambassador Program</a></i></li> <li><a href="/wiki/Vevo" title="Vevo">Vevo</a></li> <li><a href="/wiki/YouTube_BrandConnect" title="YouTube BrandConnect">YouTube BrandConnect</a></li> <li><a href="/wiki/YouTube_Creator_Awards" title="YouTube Creator Awards">YouTube Creator Awards</a></li> <li><a href="/wiki/YouTube_Select" title="YouTube Select">YouTube Select</a></li> <li><i><a href="/wiki/YouTube_Original_Channel_Initiative" title="YouTube Original Channel Initiative">YouTube Original Channel Initiative</a></i></li> <li><a href="/wiki/Year_in_Search" class="mw-redirect" title="Year in Search">Year in Search</a></li> <li><i><a href="/wiki/YouTube_Rewind" title="YouTube Rewind">YouTube Rewind</a></i> <ul><li><a href="/wiki/YouTube_Rewind_2018:_Everyone_Controls_Rewind" title="YouTube Rewind 2018: Everyone Controls Rewind">2018</a></li> <li><a href="/wiki/YouTube_Rewind_2019:_For_the_Record" title="YouTube Rewind 2019: For the Record">2019</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Google_events" title="Category:Google events">Events</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlphaGo_versus_Fan_Hui" title="AlphaGo versus Fan Hui">AlphaGo versus Fan Hui</a></li> <li><a href="/wiki/AlphaGo_versus_Lee_Sedol" title="AlphaGo versus Lee Sedol">AlphaGo versus Lee Sedol</a></li> <li><a href="/wiki/AlphaGo_versus_Ke_Jie" title="AlphaGo versus Ke Jie">AlphaGo versus Ke Jie</a></li> <li><a href="/wiki/Android_Developer_Challenge" title="Android Developer Challenge">Android Developer Challenge</a></li> <li><a href="/wiki/Android_Developer_Day" title="Android Developer Day">Android Developer Day</a></li> <li><a href="/wiki/Android_Developer_Lab" title="Android Developer Lab">Android Developer Lab</a></li> <li><a href="/wiki/CNN/YouTube_presidential_debates" title="CNN/YouTube presidential debates">CNN/YouTube presidential debates</a></li> <li><a href="/wiki/Google_Code-in" title="Google Code-in">Code-in</a></li> <li><a href="/wiki/Google_Code_Jam" title="Google Code Jam">Code Jam</a></li> <li><a href="/wiki/Google_Developer_Day" title="Google Developer Day">Developer Day</a></li> <li><a href="/wiki/Google_Developers_Live" title="Google Developers Live">Developers Live</a></li> <li><a href="/wiki/Doodle4Google" title="Doodle4Google">Doodle4Google</a></li> <li><a href="/wiki/Future_of_Go_Summit" title="Future of Go Summit">Future of Go Summit</a></li> <li><a href="/wiki/G-Day" title="G-Day">G-Day</a></li> <li><i><a href="/wiki/Hash_Code_(programming_competition)" title="Hash Code (programming competition)">Hash Code</a></i></li> <li><a href="/wiki/Google_I/O" title="Google I/O">I/O</a></li> <li><a href="/wiki/Google_Lunar_X_Prize" title="Google Lunar X Prize">Lunar X Prize</a></li> <li><a href="/wiki/Google_Mapathon" title="Google Mapathon">Mapathon</a></li> <li><a href="/wiki/Google_Science_Fair" title="Google Science Fair">Science Fair</a></li> <li><a href="/wiki/Google_Summer_of_Code" title="Google Summer of Code">Summer of Code</a></li> <li><a href="/wiki/Talks_at_Google" class="mw-redirect" title="Talks at Google">Talks at Google</a></li> <li><a href="/wiki/World_Chess_Championship_2024" title="World Chess Championship 2024">World Chess Championship 2024</a></li> <li><a href="/wiki/YouTube_Awards" title="YouTube Awards">YouTube Awards</a></li> <li><a href="/wiki/YouTube_Comedy_Week" title="YouTube Comedy Week">YouTube Comedy Week</a></li> <li><a href="/wiki/YouTube_Live" title="YouTube Live">YouTube Live</a></li> <li><a href="/wiki/YouTube_Music_Awards" title="YouTube Music Awards">YouTube Music Awards</a> <ul><li><a href="/wiki/2013_YouTube_Music_Awards" title="2013 YouTube Music Awards">2013</a></li> <li><a href="/wiki/2015_YouTube_Music_Awards" title="2015 YouTube Music Awards">2015</a></li></ul></li> <li><a href="/wiki/YouTube_Space_Lab" title="YouTube Space Lab">YouTube Space Lab</a></li> <li><a href="/wiki/YouTube_Symphony_Orchestra" title="YouTube Symphony Orchestra">YouTube Symphony Orchestra</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Google_buildings_and_structures" title="Category:Google buildings and structures">Infrastructure</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/111_Eighth_Avenue" title="111 Eighth Avenue">111 Eighth Avenue</a></li> <li><a href="/wiki/Android_lawn_statues" title="Android lawn statues">Android lawn statues</a></li> <li><i><a href="/wiki/Androidland" title="Androidland">Androidland</a></i></li> <li><i><a href="/wiki/Google_barges" title="Google barges">Barges</a></i></li> <li><a href="/wiki/Binoculars_Building" title="Binoculars Building">Binoculars Building</a></li> <li><a href="/wiki/Central_Saint_Giles" title="Central Saint Giles">Central Saint Giles</a></li> <li><a href="/wiki/Chelsea_Market" title="Chelsea Market">Chelsea Market</a></li> <li><i><a href="/wiki/Chrome_Zone" title="Chrome Zone">Chrome Zone</a></i></li> <li><a href="/wiki/Google_data_centers" title="Google data centers">Data centers</a></li> <li><a href="/wiki/GeoEye-1" title="GeoEye-1">GeoEye-1</a></li> <li><a href="/wiki/Googleplex" title="Googleplex">Googleplex</a></li> <li><a href="/wiki/Ivanpah_Solar_Power_Facility" title="Ivanpah Solar Power Facility">Ivanpah Solar Power Facility</a></li> <li><a href="/wiki/James_R._Thompson_Center" title="James R. Thompson Center">James R. Thompson Center</a></li> <li><a href="/wiki/Google_King%27s_Cross" title="Google King's Cross">King's Cross</a></li> <li><a href="/wiki/Mayfield_Mall" title="Mayfield Mall">Mayfield Mall</a></li> <li><a href="/wiki/Pier_57" title="Pier 57">Pier 57</a></li> <li><a href="/wiki/Sidewalk_Toronto" title="Sidewalk Toronto">Sidewalk Toronto</a></li> <li><a href="/wiki/St._John%27s_Terminal" title="St. John's Terminal">St. John's Terminal</a></li> <li>Submarine cables <ul><li><a href="/wiki/Dunant_(submarine_communications_cable)" title="Dunant (submarine communications cable)">Dunant</a></li> <li><a href="/wiki/Grace_Hopper_(submarine_communications_cable)" title="Grace Hopper (submarine communications cable)">Grace Hopper</a></li> <li><a href="/wiki/Unity_(cable_system)" title="Unity (cable system)">Unity</a></li></ul></li> <li><a href="/wiki/Google_WiFi" title="Google WiFi">WiFi</a></li> <li><a href="/wiki/YouTube_Space" title="YouTube Space">YouTube Space</a></li> <li><a href="/wiki/YouTube_Theater" title="YouTube Theater">YouTube Theater</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Google_employees" title="Category:Google employees">People</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Current</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Krishna_Bharat" title="Krishna Bharat">Krishna Bharat</a></li> <li><a href="/wiki/Vint_Cerf" title="Vint Cerf">Vint Cerf</a></li> <li><a href="/wiki/Jeff_Dean" title="Jeff Dean">Jeff Dean</a></li> <li><a href="/wiki/John_Doerr" title="John Doerr">John Doerr</a></li> <li><a href="/wiki/Sanjay_Ghemawat" title="Sanjay Ghemawat">Sanjay Ghemawat</a></li> <li><a href="/wiki/Al_Gore" title="Al Gore">Al Gore</a></li> <li><a href="/wiki/John_L._Hennessy" title="John L. Hennessy">John L. Hennessy</a></li> <li><a href="/wiki/Urs_H%C3%B6lzle" title="Urs Hölzle">Urs Hölzle</a></li> <li><a href="/wiki/Salar_Kamangar" title="Salar Kamangar">Salar Kamangar</a></li> <li><a href="/wiki/Ray_Kurzweil" title="Ray Kurzweil">Ray Kurzweil</a></li> <li><a href="/wiki/Ann_Mather" title="Ann Mather">Ann Mather</a></li> <li><a href="/wiki/Alan_Mulally" title="Alan Mulally">Alan Mulally</a></li> <li><a href="/wiki/Rick_Osterloh" title="Rick Osterloh">Rick Osterloh</a></li> <li><a href="/wiki/Sundar_Pichai" title="Sundar Pichai">Sundar Pichai</a> (CEO)</li> <li><a href="/wiki/Ruth_Porat" title="Ruth Porat">Ruth Porat</a> (CFO)</li> <li><a href="/wiki/Rajen_Sheth" title="Rajen Sheth">Rajen Sheth</a></li> <li><a href="/wiki/Hal_Varian" title="Hal Varian">Hal Varian</a></li> <li><a href="/wiki/Neal_Mohan" title="Neal Mohan">Neal Mohan</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Former</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Andy_Bechtolsheim" title="Andy Bechtolsheim">Andy Bechtolsheim</a></li> <li><a href="/wiki/Sergey_Brin" title="Sergey Brin">Sergey Brin</a> (co-founder)</li> <li><a href="/wiki/David_Cheriton" title="David Cheriton">David Cheriton</a></li> <li><a href="/wiki/Matt_Cutts" title="Matt Cutts">Matt Cutts</a></li> <li><a href="/wiki/David_Drummond_(businessman)" title="David Drummond (businessman)">David Drummond</a></li> <li><a href="/wiki/Alan_Eustace" title="Alan Eustace">Alan Eustace</a></li> <li><a href="/wiki/Timnit_Gebru" title="Timnit Gebru">Timnit Gebru</a></li> <li><a href="/wiki/Omid_Kordestani" title="Omid Kordestani">Omid Kordestani</a></li> <li><a href="/wiki/Paul_Otellini" title="Paul Otellini">Paul Otellini</a></li> <li><a href="/wiki/Larry_Page" title="Larry Page">Larry Page</a> (co-founder)</li> <li><a href="/wiki/Patrick_Pichette" title="Patrick Pichette">Patrick Pichette</a></li> <li><a href="/wiki/Eric_Schmidt" title="Eric Schmidt">Eric Schmidt</a></li> <li><a href="/wiki/Ram_Shriram" title="Ram Shriram">Ram Shriram</a></li> <li><a href="/wiki/Amit_Singhal" title="Amit Singhal">Amit Singhal</a></li> <li><a href="/wiki/Shirley_M._Tilghman" title="Shirley M. Tilghman">Shirley M. Tilghman</a></li> <li><a href="/wiki/Rachel_Whetstone" title="Rachel Whetstone">Rachel Whetstone</a></li> <li><a href="/wiki/Susan_Wojcicki" title="Susan Wojcicki">Susan Wojcicki</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Criticism_of_Google" title="Criticism of Google">Criticism</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">General</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Censorship_by_Google" title="Censorship by Google">Censorship</a></li> <li><a href="/wiki/DeGoogle" title="DeGoogle">DeGoogle</a></li> <li><a href="/wiki/FairSearch" title="FairSearch">FairSearch</a></li> <li>"<a href="/wiki/Google%27s_Ideological_Echo_Chamber" title="Google's Ideological Echo Chamber">Google's Ideological Echo Chamber</a>"</li> <li><a href="/wiki/No_Tech_for_Apartheid" title="No Tech for Apartheid">No Tech for Apartheid</a></li> <li><a href="/wiki/Privacy_concerns_with_Google" title="Privacy concerns with Google">Privacy concerns</a> <ul><li><a href="/wiki/Google_Street_View_privacy_concerns" title="Google Street View privacy concerns">Street View</a></li> <li><a href="/wiki/YouTube_and_privacy" title="YouTube and privacy">YouTube</a></li></ul></li> <li><a href="/wiki/Google_worker_organization" title="Google worker organization">Worker organization</a> <ul><li><a href="/wiki/Alphabet_Workers_Union" title="Alphabet Workers Union">Alphabet Workers Union</a></li></ul></li> <li><a href="/wiki/YouTube_copyright_issues" title="YouTube copyright issues">YouTube copyright issues</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Incidents</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/2020_Korean_YouTube_backdoor_advertising_controversy" title="2020 Korean YouTube backdoor advertising controversy">Backdoor advertisement controversy</a></li> <li><a href="/wiki/Blocking_of_YouTube_videos_in_Germany" title="Blocking of YouTube videos in Germany">Blocking of YouTube videos in Germany</a></li> <li><a href="/wiki/2018_Google_data_breach" title="2018 Google data breach">Data breach</a></li> <li><a href="/wiki/Elsagate" title="Elsagate">Elsagate</a></li> <li><a href="/wiki/Fantastic_Adventures_scandal" title="Fantastic Adventures scandal">Fantastic Adventures scandal</a></li> <li><a href="/wiki/2012_Kohistan_video_case" title="2012 Kohistan video case">Kohistan video case</a></li> <li><a href="/wiki/Reactions_to_Innocence_of_Muslims" title="Reactions to Innocence of Muslims">Reactions to <i>Innocence of Muslims</i></a></li> <li><a href="/wiki/San_Francisco_tech_bus_protests" title="San Francisco tech bus protests">San Francisco tech bus protests</a></li> <li><a href="/wiki/Google_services_outages" title="Google services outages">Services outages</a></li> <li><a href="/wiki/2011_Slovenian_YouTube_incident" title="2011 Slovenian YouTube incident">Slovenian government incident</a></li> <li><a href="/wiki/2018_Google_walkouts" title="2018 Google walkouts">Walkouts</a></li> <li><a href="/wiki/YouTube_headquarters_shooting" title="YouTube headquarters shooting">YouTube headquarters shooting</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/List_of_Android_apps_by_Google" title="List of Android apps by Google">Android apps</a></li> <li><a href="/wiki/List_of_Google_April_Fools%27_Day_jokes" title="List of Google April Fools' Day jokes">April Fools' Day jokes</a></li> <li><a href="/wiki/Google_Doodle" title="Google Doodle">Doodles</a> <ul><li><i><a href="/wiki/Doodle_Champion_Island_Games" title="Doodle Champion Island Games">Doodle Champion Island Games</a></i></li> <li><i><a href="/wiki/Magic_Cat_Academy" title="Magic Cat Academy">Magic Cat Academy</a></i></li></ul></li> <li><a href="/wiki/List_of_Google_Easter_eggs" title="List of Google Easter eggs">Easter eggs</a></li> <li><a href="/wiki/History_of_Google" title="History of Google">History</a> <ul><li><a href="/wiki/History_of_Gmail" title="History of Gmail">Gmail</a></li> <li><a href="/wiki/Timeline_of_Google_Search" title="Timeline of Google Search">Search</a></li> <li><a href="/wiki/History_of_YouTube" title="History of YouTube">YouTube</a></li></ul></li> <li><a href="/wiki/Google_logo" title="Google logo">Logo</a></li> <li><a href="/wiki/Material_Design" title="Material Design">Material Design</a></li> <li><a href="/wiki/List_of_mergers_and_acquisitions_by_Alphabet" title="List of mergers and acquisitions by Alphabet">Mergers and acquisitions</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Development460" style="font-size:114%;margin:0 4em"><a href="/wiki/Google_Developers" title="Google Developers">Development</a></div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Software</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">A–C</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Accelerated_Linear_Algebra" title="Accelerated Linear Algebra">Accelerated Linear Algebra</a></li> <li><a href="/wiki/Accelerated_Mobile_Pages" title="Accelerated Mobile Pages">AMP</a></li> <li><i><a href="/wiki/Actions_on_Google" title="Actions on Google">Actions on Google</a></i></li> <li><a href="/wiki/ALTS" title="ALTS">ALTS</a></li> <li><a href="/wiki/American_Fuzzy_Lop_(software)" title="American Fuzzy Lop (software)">American Fuzzy Lop</a></li> <li><i><a href="/wiki/Android_Cloud_to_Device_Messaging" title="Android Cloud to Device Messaging">Android Cloud to Device Messaging</a></i></li> <li><a href="/wiki/Android_Debug_Bridge" title="Android Debug Bridge">Android Debug Bridge</a></li> <li><a href="/wiki/Android_NDK" title="Android NDK">Android NDK</a></li> <li><a href="/wiki/Android_Runtime" title="Android Runtime">Android Runtime</a></li> <li><a href="/wiki/Android_SDK" title="Android SDK">Android SDK</a></li> <li><a href="/wiki/Android_Studio" title="Android Studio">Android Studio</a></li> <li><a href="/wiki/Angular_(web_framework)" title="Angular (web framework)">Angular</a></li> <li><i><a href="/wiki/AngularJS" title="AngularJS">AngularJS</a></i></li> <li><a href="/wiki/Apache_Beam" title="Apache Beam">Apache Beam</a></li> <li><a href="/wiki/Google_APIs" title="Google APIs">APIs</a></li> <li><a href="/wiki/Google_App_Engine" title="Google App Engine">App Engine</a></li> <li><a href="/wiki/MIT_App_Inventor" title="MIT App Inventor">App Inventor</a></li> <li><i><a href="/wiki/Google_App_Maker" title="Google App Maker">App Maker</a></i></li> <li><a href="/wiki/Google_App_Runtime_for_Chrome" title="Google App Runtime for Chrome">App Runtime for Chrome</a></li> <li><i><a href="/wiki/AppJet" title="AppJet">AppJet</a></i></li> <li><a href="/wiki/Google_Apps_Script" title="Google Apps Script">Apps Script</a></li> <li><a href="/wiki/AppSheet" title="AppSheet">AppSheet</a></li> <li><a href="/wiki/ARCore" title="ARCore">ARCore</a></li> <li><i><a href="/wiki/Google_Base" title="Google Base">Base</a></i></li> <li><a href="/wiki/Bazel_(software)" title="Bazel (software)">Bazel</a></li> <li><a href="/wiki/BeyondCorp" title="BeyondCorp">BeyondCorp</a></li> <li><a href="/wiki/Bigtable" title="Bigtable">Bigtable</a></li> <li><a href="/wiki/BigQuery" title="BigQuery">BigQuery</a></li> <li><a href="/wiki/Bionic_(software)" title="Bionic (software)">Bionic</a></li> <li><a href="/wiki/Blockly" title="Blockly">Blockly</a></li> <li><i><a href="/wiki/Borg_(cluster_manager)" title="Borg (cluster manager)">Borg</a></i></li> <li><i><a href="/wiki/Caja_project" title="Caja project">Caja</a></i></li> <li><a href="/wiki/Cameyo" title="Cameyo">Cameyo</a></li> <li><a href="/wiki/Google_Chart_API" title="Google Chart API">Chart API</a></li> <li><a href="/wiki/Google_Charts" title="Google Charts">Charts</a></li> <li><i><a href="/wiki/Google_Chrome_Frame" title="Google Chrome Frame">Chrome Frame</a></i></li> <li><a href="/wiki/Chromium_(web_browser)" title="Chromium (web browser)">Chromium</a> <ul><li><a href="/wiki/Blink_(browser_engine)" title="Blink (browser engine)">Blink</a></li></ul></li> <li><a href="/wiki/Google_Closure_Tools" title="Google Closure Tools">Closure Tools</a></li> <li><i><a href="/wiki/Google_Cloud_Connect" title="Google Cloud Connect">Cloud Connect</a></i></li> <li><a href="/wiki/Google_Cloud_Dataflow" title="Google Cloud Dataflow">Cloud Dataflow</a></li> <li><a href="/wiki/Google_Cloud_Datastore" title="Google Cloud Datastore">Cloud Datastore</a></li> <li><i><a href="/wiki/Google_Cloud_Messaging" title="Google Cloud Messaging">Cloud Messaging</a></i></li> <li><a href="/wiki/Google_Cloud_Shell" title="Google Cloud Shell">Cloud Shell</a></li> <li><a href="/wiki/Google_Cloud_Storage" title="Google Cloud Storage">Cloud Storage</a></li> <li><i><a href="/wiki/Google_Code_Search" title="Google Code Search">Code Search</a></i></li> <li><a href="/wiki/Google_Compute_Engine" title="Google Compute Engine">Compute Engine</a></li> <li><a href="/wiki/Cpplint" title="Cpplint">Cpplint</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">D–N</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Dalvik_(software)" title="Dalvik (software)">Dalvik</a></i></li> <li><a href="/wiki/Google_Data_Protocol" title="Google Data Protocol">Data Protocol</a></li> <li><a href="/wiki/Dialogflow" title="Dialogflow">Dialogflow</a></li> <li><a href="/wiki/Exposure_Notification" title="Exposure Notification">Exposure Notification</a></li> <li><a href="/wiki/Fast_Pair" title="Fast Pair">Fast Pair</a></li> <li><a href="/wiki/Fastboot" title="Fastboot">Fastboot</a></li> <li><a href="/wiki/Federated_Learning_of_Cohorts" title="Federated Learning of Cohorts">Federated Learning of Cohorts</a></li> <li><a href="/wiki/Google_File_System" title="Google File System">File System</a></li> <li><a href="/wiki/Firebase" title="Firebase">Firebase</a></li> <li><a href="/wiki/Firebase_Cloud_Messaging" title="Firebase Cloud Messaging">Firebase Cloud Messaging</a></li> <li><a href="/wiki/FlatBuffers" title="FlatBuffers">FlatBuffers</a></li> <li><a href="/wiki/Flutter_(software)" title="Flutter (software)">Flutter</a></li> <li><i><a href="/wiki/Freebase_(database)" title="Freebase (database)">Freebase</a></i></li> <li><a href="/wiki/Google_Gadgets" title="Google Gadgets">Gadgets</a></li> <li><a href="/wiki/Ganeti" title="Ganeti">Ganeti</a></li> <li><i><a href="/wiki/Gears_(software)" title="Gears (software)">Gears</a></i></li> <li><a href="/wiki/Gerrit_(software)" title="Gerrit (software)">Gerrit</a></li> <li><a href="/wiki/GLOP" title="GLOP">GLOP</a></li> <li><a href="/wiki/GRPC" title="GRPC">gRPC</a></li> <li><a href="/wiki/Gson" title="Gson">Gson</a></li> <li><a href="/wiki/Google_Guava" title="Google Guava">Guava</a></li> <li><a href="/wiki/Guetzli" title="Guetzli">Guetzli</a></li> <li><a href="/wiki/Google_Guice" title="Google Guice">Guice</a></li> <li><a href="/wiki/GVisor" title="GVisor">gVisor</a></li> <li><a href="/wiki/GYP_(software)" title="GYP (software)">GYP</a></li> <li><a href="/wiki/JAX_(software)" title="JAX (software)">JAX</a></li> <li><a href="/wiki/Jetpack_Compose" title="Jetpack Compose">Jetpack Compose</a></li> <li><a href="/wiki/Keyhole_Markup_Language" title="Keyhole Markup Language">Keyhole Markup Language</a></li> <li><a href="/wiki/Kubernetes" title="Kubernetes">Kubernetes</a></li> <li><a href="/wiki/Google_Kythe" title="Google Kythe">Kythe</a></li> <li><a href="/wiki/LevelDB" title="LevelDB">LevelDB</a></li> <li><a href="/wiki/Lighthouse_(software)" title="Lighthouse (software)">Lighthouse</a></li> <li><a href="/wiki/Looker_Studio" title="Looker Studio">Looker Studio</a></li> <li><i><a href="/wiki/Lmctfy" title="Lmctfy">lmctfy</a></i></li> <li><a href="/wiki/MapReduce" title="MapReduce">MapReduce</a></li> <li><i><a href="/wiki/Google_Mashup_Editor" title="Google Mashup Editor">Mashup Editor</a></i></li> <li><a href="/wiki/Matter_(standard)" title="Matter (standard)">Matter</a></li> <li><a href="/wiki/Google_Mobile_Services" title="Google Mobile Services">Mobile Services</a></li> <li><a href="/wiki/Namebench" title="Namebench">Namebench</a></li> <li><a href="/wiki/Google_Native_Client" title="Google Native Client">Native Client</a></li> <li><a href="/wiki/Neatx" title="Neatx">Neatx</a></li> <li><a href="/wiki/Google_Neural_Machine_Translation" title="Google Neural Machine Translation">Neural Machine Translation</a></li> <li><a href="/wiki/Nomulus" title="Nomulus">Nomulus</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">O–Z</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Open_Location_Code" title="Open Location Code">Open Location Code</a></li> <li><a href="/wiki/OpenRefine" title="OpenRefine">OpenRefine</a></li> <li><a href="/wiki/OpenSocial" title="OpenSocial">OpenSocial</a></li> <li><i><a href="/wiki/Google_Optimize" title="Google Optimize">Optimize</a></i></li> <li><a href="/wiki/OR-Tools" title="OR-Tools">OR-Tools</a></li> <li><i><a href="/wiki/Google_Pack" title="Google Pack">Pack</a></i></li> <li><a href="/wiki/Google_PageSpeed_Tools" title="Google PageSpeed Tools">PageSpeed</a></li> <li><a href="/wiki/Piper_(source_control_system)" title="Piper (source control system)">Piper</a></li> <li><i><a href="/wiki/Google_Plugin_for_Eclipse" title="Google Plugin for Eclipse">Plugin for Eclipse</a></i></li> <li><a href="/wiki/Polymer_(library)" title="Polymer (library)">Polymer</a></li> <li><a href="/wiki/Google_Programmable_Search_Engine" title="Google Programmable Search Engine">Programmable Search Engine</a></li> <li><a href="/wiki/Project_IDX" title="Project IDX">Project IDX</a></li> <li><a href="/wiki/Project_Shield" title="Project Shield">Project Shield</a></li> <li><a href="/wiki/Google_Public_DNS" title="Google Public DNS">Public DNS</a></li> <li><a href="/wiki/ReCAPTCHA" title="ReCAPTCHA">reCAPTCHA</a></li> <li><i><a href="/wiki/RenderScript" title="RenderScript">RenderScript</a></i></li> <li><a href="/wiki/SafetyNet" title="SafetyNet">SafetyNet</a></li> <li><i><a href="/wiki/SageTV" title="SageTV">SageTV</a></i></li> <li><a href="/wiki/Schema.org" title="Schema.org">Schema.org</a></li> <li><a href="/wiki/Google_Search_Console" title="Google Search Console">Search Console</a></li> <li><a href="/wiki/Google_Shell" title="Google Shell">Shell</a></li> <li><a href="/wiki/Sitemaps" title="Sitemaps">Sitemaps</a></li> <li><a href="/wiki/Skia_Graphics_Engine" title="Skia Graphics Engine">Skia Graphics Engine</a></li> <li><a href="/wiki/Spanner_(database)" title="Spanner (database)">Spanner</a></li> <li><i><a href="/wiki/Sputnik_(JavaScript_conformance_test)" title="Sputnik (JavaScript conformance test)">Sputnik</a></i></li> <li><i><a href="/wiki/Stackdriver" title="Stackdriver">Stackdriver</a></i></li> <li><i><a href="/wiki/Google_Swiffy" title="Google Swiffy">Swiffy</a></i></li> <li><i><a href="/wiki/Tango_(platform)" title="Tango (platform)">Tango</a></i></li> <li><a href="/wiki/TensorFlow" title="TensorFlow">TensorFlow</a></li> <li><a href="/wiki/Tesseract_(software)" title="Tesseract (software)">Tesseract</a></li> <li><a href="/wiki/Google_Test" title="Google Test">Test</a></li> <li><i><a href="/wiki/Google_Translator_Toolkit" title="Google Translator Toolkit">Translator Toolkit</a></i></li> <li><i><a href="/wiki/Urchin_(software)" title="Urchin (software)">Urchin</a></i> <ul><li><a href="/wiki/UTM_parameters" title="UTM parameters">UTM parameters</a></li></ul></li> <li><a href="/wiki/V8_(JavaScript_engine)" title="V8 (JavaScript engine)">V8</a></li> <li><a href="/wiki/VirusTotal" title="VirusTotal">VirusTotal</a></li> <li><a href="/wiki/VisBug" title="VisBug">VisBug</a></li> <li><a href="/wiki/Google_Wave_Federation_Protocol" title="Google Wave Federation Protocol">Wave Federation Protocol</a></li> <li><a href="/wiki/Weave_(protocol)" title="Weave (protocol)">Weave</a></li> <li><i><a href="/wiki/Google_Web_Accelerator" title="Google Web Accelerator">Web Accelerator</a></i></li> <li><a href="/wiki/Google_Web_Designer" title="Google Web Designer">Web Designer</a></li> <li><a href="/wiki/Google_Web_Server" title="Google Web Server">Web Server</a></li> <li><a href="/wiki/Google_Web_Toolkit" title="Google Web Toolkit">Web Toolkit</a></li> <li><a href="/wiki/Webdriver_Torso" title="Webdriver Torso">Webdriver Torso</a></li> <li><a href="/wiki/WebRTC" title="WebRTC">WebRTC</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Operating systems</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Android_(operating_system)" title="Android (operating system)">Android</a> <ul><li><a href="/wiki/Android_Cupcake" title="Android Cupcake">Cupcake</a></li> <li><a href="/wiki/Android_Donut" title="Android Donut">Donut</a></li> <li><a href="/wiki/Android_Eclair" title="Android Eclair">Eclair</a></li> <li><a href="/wiki/Android_Froyo" title="Android Froyo">Froyo</a></li> <li><a href="/wiki/Android_Gingerbread" title="Android Gingerbread">Gingerbread</a></li> <li><a href="/wiki/Android_Honeycomb" title="Android Honeycomb">Honeycomb</a></li> <li><a href="/wiki/Android_Ice_Cream_Sandwich" title="Android Ice Cream Sandwich">Ice Cream Sandwich</a></li> <li><a href="/wiki/Android_Jelly_Bean" title="Android Jelly Bean">Jelly Bean</a></li> <li><a href="/wiki/Android_KitKat" title="Android KitKat">KitKat</a></li> <li><a href="/wiki/Android_Lollipop" title="Android Lollipop">Lollipop</a></li> <li><a href="/wiki/Android_Marshmallow" title="Android Marshmallow">Marshmallow</a></li> <li><a href="/wiki/Android_Nougat" title="Android Nougat">Nougat</a></li> <li><a href="/wiki/Android_Oreo" title="Android Oreo">Oreo</a></li> <li><a href="/wiki/Android_Pie" title="Android Pie">Pie</a></li> <li><a href="/wiki/Android_10" title="Android 10">10</a></li> <li><a href="/wiki/Android_11" title="Android 11">11</a></li> <li><a href="/wiki/Android_12" title="Android 12">12</a></li> <li><a href="/wiki/Android_13" title="Android 13">13</a></li> <li><a href="/wiki/Android_14" title="Android 14">14</a></li> <li><a href="/wiki/Android_15" title="Android 15">15</a></li> <li><a href="/wiki/Android_16" title="Android 16">16</a></li> <li><a href="/wiki/Android_version_history" title="Android version history">version history</a></li> <li><a href="/wiki/List_of_Android_smartphones" title="List of Android smartphones">smartphones</a></li></ul></li> <li><a href="/wiki/Android_Automotive" title="Android Automotive">Android Automotive</a></li> <li><a href="/wiki/Android_Go" title="Android Go">Android Go</a> <ul><li><a href="/wiki/Comparison_of_Android_Go_products" title="Comparison of Android Go products">devices</a></li></ul></li> <li><i><a href="/wiki/Android_Things" title="Android Things">Android Things</a></i></li> <li><a href="/wiki/Android_TV" title="Android TV">Android TV</a> <ul><li><a href="/wiki/List_of_Android_TV_devices" title="List of Android TV devices">devices</a></li></ul></li> <li><a href="/wiki/Android_XR" title="Android XR">Android XR</a></li> <li><a href="/wiki/ChromeOS" title="ChromeOS">ChromeOS</a></li> <li><a href="/wiki/ChromiumOS" title="ChromiumOS">ChromiumOS</a></li> <li><a href="/wiki/Fuchsia_(operating_system)" title="Fuchsia (operating system)">Fuchsia</a></li> <li><i><a href="/wiki/Glass_OS" title="Glass OS">Glass OS</a></i></li> <li><a href="/wiki/GLinux" title="GLinux">gLinux</a></li> <li><i><a href="/wiki/Goobuntu" title="Goobuntu">Goobuntu</a></i></li> <li><i><a href="/wiki/Google_TV_(operating_system)" title="Google TV (operating system)">TV</a></i></li> <li><a href="/wiki/Wear_OS" title="Wear OS">Wear OS</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Language models</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/BERT_(language_model)" title="BERT (language model)">BERT</a></li> <li><a href="/wiki/Chinchilla_(language_model)" title="Chinchilla (language model)">Chinchilla</a></li> <li><a href="/wiki/DreamBooth" title="DreamBooth">DreamBooth</a></li> <li><a href="/wiki/Gemini_(language_model)" title="Gemini (language model)">Gemini</a></li> <li><a href="/wiki/LaMDA" title="LaMDA">LaMDA</a></li> <li><a href="/wiki/PaLM" title="PaLM">PaLM</a></li> <li><a href="/wiki/T5_(language_model)" title="T5 (language model)">T5</a></li> <li><a href="/wiki/VideoPoet" title="VideoPoet">VideoPoet</a></li> <li><i><a href="/wiki/XLNet" title="XLNet">XLNet</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Neural networks</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/EfficientNet" title="EfficientNet">EfficientNet</a></li> <li><a href="/wiki/Gato_(DeepMind)" title="Gato (DeepMind)">Gato</a></li> <li><a href="/wiki/Inception_(deep_learning_architecture)" title="Inception (deep learning architecture)">Inception</a></li> <li><a href="/wiki/MobileNet" title="MobileNet">MobileNet</a></li> <li><a href="/wiki/Transformer_(deep_learning_architecture)" title="Transformer (deep learning architecture)">Transformer</a></li> <li><a href="/wiki/WaveNet" title="WaveNet">WaveNet</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Computer programs</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlphaDev" title="AlphaDev">AlphaDev</a></li> <li><a href="/wiki/AlphaFold" title="AlphaFold">AlphaFold</a></li> <li><a href="/wiki/AlphaGeometry" title="AlphaGeometry">AlphaGeometry</a></li> <li><a href="/wiki/AlphaGo" title="AlphaGo">AlphaGo</a></li> <li><a href="/wiki/AlphaGo_Zero" title="AlphaGo Zero">AlphaGo Zero</a></li> <li><a href="/wiki/AlphaStar_(software)" title="AlphaStar (software)">AlphaStar</a></li> <li><a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a></li> <li><a href="/wiki/Master_(software)" title="Master (software)">Master</a></li> <li><a href="/wiki/MuZero" title="MuZero">MuZero</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Formats and codecs</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Android_App_Bundle" title="Android App Bundle">AAB</a></li> <li><a href="/wiki/Apk_(file_format)" title="Apk (file format)">APK</a></li> <li><a href="/wiki/AV1" title="AV1">AV1</a></li> <li><a href="/wiki/Internet_Low_Bitrate_Codec" title="Internet Low Bitrate Codec">iLBC</a></li> <li><a href="/wiki/Internet_Speech_Audio_Codec" title="Internet Speech Audio Codec">iSAC</a></li> <li><a href="/wiki/Libvpx" title="Libvpx">libvpx</a></li> <li><a href="/wiki/Lyra_(codec)" title="Lyra (codec)">Lyra</a></li> <li><a href="/wiki/Protocol_Buffers" title="Protocol Buffers">Protocol Buffers</a></li> <li><a href="/wiki/VP3" title="VP3">VP3</a></li> <li><a href="/wiki/VP6" title="VP6">VP6</a></li> <li><a href="/wiki/VP8" title="VP8">VP8</a></li> <li><a href="/wiki/VP9" title="VP9">VP9</a></li> <li><a href="/wiki/WebM" title="WebM">WebM</a></li> <li><a href="/wiki/WebP" title="WebP">WebP</a></li> <li><a href="/wiki/Web_Open_Font_Format" title="Web Open Font Format">WOFF2</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Programming languages</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Carbon_(programming_language)" title="Carbon (programming language)">Carbon</a></li> <li><a href="/wiki/Dart_(programming_language)" title="Dart (programming language)">Dart</a></li> <li><a href="/wiki/Go_(programming_language)" title="Go (programming language)">Go</a></li> <li><i><a href="/wiki/Sawzall_(programming_language)" title="Sawzall (programming language)">Sawzall</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Search algorithms</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Googlebot" title="Googlebot">Googlebot</a></li> <li><a href="/wiki/Google_Hummingbird" title="Google Hummingbird">Hummingbird</a></li> <li><a href="/wiki/Mobilegeddon" title="Mobilegeddon">Mobilegeddon</a></li> <li><a href="/wiki/PageRank" title="PageRank">PageRank</a> <ul><li><a href="/wiki/Google_matrix" title="Google matrix">matrix</a></li></ul></li> <li><a href="/wiki/Google_Panda" title="Google Panda">Panda</a></li> <li><a href="/wiki/Google_Penguin" title="Google Penguin">Penguin</a></li> <li><a href="/wiki/Google_Pigeon" title="Google Pigeon">Pigeon</a></li> <li><a href="/wiki/RankBrain" title="RankBrain">RankBrain</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Google_domain_names" title="Category:Google domain names">Domain names</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/.app_(top-level_domain)" title=".app (top-level domain)">.app</a></li> <li><a href="/wiki/.dev" title=".dev">.dev</a></li> <li><a href="/wiki/.google" title=".google">.google</a></li> <li><a href="/wiki/.zip_(top-level_domain)" title=".zip (top-level domain)">.zip</a></li> <li><a href="/wiki/G.co" title="G.co">g.co</a></li> <li><a href="/wiki/Google.by" title="Google.by">google.by</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Typefaces</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Croscore_fonts" title="Croscore fonts">Croscore</a></li> <li><a href="/wiki/Noto_fonts" title="Noto fonts">Noto</a></li> <li><a href="/wiki/Product_Sans" title="Product Sans">Product Sans</a></li> <li><a href="/wiki/Roboto" title="Roboto">Roboto</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Software460" style="font-size:114%;margin:0 4em"><a href="/wiki/List_of_Google_products" title="List of Google products">Software</a></div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">A</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Aardvark_(search_engine)" title="Aardvark (search engine)">Aardvark</a></i></li> <li><a href="/wiki/Google_Account" title="Google Account">Account</a> <ul><li><a href="/wiki/Google_Dashboard" title="Google Dashboard">Dashboard</a></li> <li><a href="/wiki/Google_Takeout" title="Google Takeout">Takeout</a></li></ul></li> <li><a href="/wiki/Google_Ad_Manager" title="Google Ad Manager">Ad Manager</a></li> <li><a href="/wiki/AdMob" title="AdMob">AdMob</a></li> <li><a href="/wiki/Google_Ads" title="Google Ads">Ads</a></li> <li><a href="/wiki/Google_AdSense" title="Google AdSense">AdSense</a></li> <li><i><a href="/wiki/Google_Affiliate_Network" title="Google Affiliate Network">Affiliate Network</a></i></li> <li><a href="/wiki/Google_Alerts" title="Google Alerts">Alerts</a></li> <li><i><a href="/wiki/Google_Allo" title="Google Allo">Allo</a></i></li> <li><a href="/wiki/Google_Analytics" title="Google Analytics">Analytics</a></li> <li><a href="/wiki/Android_Auto" title="Android Auto">Android Auto</a></li> <li><i><a href="/wiki/Android_Beam" title="Android Beam">Android Beam</a></i></li> <li><i><a href="/wiki/Google_Answers" title="Google Answers">Answers</a></i></li> <li><i><a href="/wiki/Apture" title="Apture">Apture</a></i></li> <li><a href="/wiki/Google_Arts_%26_Culture" title="Google Arts & Culture">Arts & Culture</a></li> <li><a href="/wiki/Google_Assistant" title="Google Assistant">Assistant</a></li> <li><i><a href="/wiki/Google_Attribution" title="Google Attribution">Attribution</a></i></li> <li><a href="/wiki/Google_Authenticator" title="Google Authenticator">Authenticator</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">B</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/BebaPay" title="BebaPay">BebaPay</a></i></li> <li><i><a href="/wiki/BeatThatQuote.com" title="BeatThatQuote.com">BeatThatQuote.com</a></i></li> <li><i><a href="/wiki/Google_Blog_Search" title="Google Blog Search">Blog Search</a></i></li> <li><a href="/wiki/Blogger_(service)" title="Blogger (service)">Blogger</a></li> <li><i><a href="/wiki/ZygoteBody" title="ZygoteBody">Body</a></i></li> <li><i><a href="/wiki/Google_Bookmarks" title="Google Bookmarks">Bookmarks</a></i></li> <li><a href="/wiki/Google_Books" title="Google Books">Books</a> <ul><li><a href="/wiki/Google_Books_Ngram_Viewer" title="Google Books Ngram Viewer">Ngram Viewer</a></li></ul></li> <li><i><a href="/wiki/Google_Browser_Sync" title="Google Browser Sync">Browser Sync</a></i></li> <li><i><a href="/wiki/Google_Building_Maker" title="Google Building Maker">Building Maker</a></i></li> <li><i><a href="/wiki/Bump_(application)" title="Bump (application)">Bump</a></i></li> <li><i><a href="/wiki/BumpTop" title="BumpTop">BumpTop</a></i></li> <li><i><a href="/wiki/Google_Buzz" title="Google Buzz">Buzz</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">C</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Calendar" title="Google Calendar">Calendar</a></li> <li><a href="/wiki/Google_Cast" title="Google Cast">Cast</a></li> <li><i><a href="/wiki/Google_Catalogs" title="Google Catalogs">Catalogs</a></i></li> <li><a href="/wiki/Google_Chat" title="Google Chat">Chat</a></li> <li><i><a href="/wiki/Google_Checkout" title="Google Checkout">Checkout</a></i></li> <li><a href="/wiki/Google_Chrome" title="Google Chrome">Chrome</a></li> <li><i><a href="/wiki/Google_Chrome_App" title="Google Chrome App">Chrome Apps</a></i></li> <li><a href="/wiki/Google_Chrome_Experiments" title="Google Chrome Experiments">Chrome Experiments</a></li> <li><a href="/wiki/Chrome_Remote_Desktop" title="Chrome Remote Desktop">Chrome Remote Desktop</a></li> <li><a href="/wiki/Chrome_Web_Store" title="Chrome Web Store">Chrome Web Store</a></li> <li><a href="/wiki/Google_Classroom" title="Google Classroom">Classroom</a></li> <li><i><a href="/wiki/Google_Cloud_Print" title="Google Cloud Print">Cloud Print</a></i></li> <li><a href="/wiki/Google_Cloud_Search" title="Google Cloud Search">Cloud Search</a></li> <li><a href="/wiki/Google_Contacts" title="Google Contacts">Contacts</a></li> <li><i><a href="/wiki/Google_Contributor" title="Google Contributor">Contributor</a></i></li> <li><a href="/wiki/Crowdsource_(app)" title="Crowdsource (app)">Crowdsource</a></li> <li><i><a href="/wiki/Google_Currents_(social_app)" title="Google Currents (social app)">Currents</a></i> (social app)</li> <li><i><a href="/wiki/Google_Currents_(news_app)" title="Google Currents (news app)">Currents</a></i> (news app)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">D</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Data_Commons" title="Data Commons">Data Commons</a></li> <li><a href="/wiki/Google_Dataset_Search" title="Google Dataset Search">Dataset Search</a></li> <li><i><a href="/wiki/Google_Desktop" title="Google Desktop">Desktop</a></i></li> <li><a href="/wiki/Google_Dictionary" title="Google Dictionary">Dictionary</a></li> <li><a href="/wiki/Digital_Wellbeing" title="Digital Wellbeing">Digital Wellbeing</a></li> <li><a href="/wiki/Dinosaur_Game" title="Dinosaur Game">Dinosaur Game</a></li> <li><i><a href="/wiki/Google_Directory" title="Google Directory">Directory</a></i></li> <li><a href="/wiki/Google_Docs" title="Google Docs">Docs</a></li> <li><a href="/wiki/Google_Docs_Editors" title="Google Docs Editors">Docs Editors</a></li> <li><i><a href="/wiki/Google_Domains" title="Google Domains">Domains</a></i></li> <li><a href="/wiki/Google_Drawings" title="Google Drawings">Drawings</a></li> <li><a href="/wiki/Google_Drive" title="Google Drive">Drive</a></li> <li><i><a href="/wiki/Google_Duo" title="Google Duo">Duo</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">E</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Earth" title="Google Earth">Earth</a></li> <li><a href="/wiki/Etherpad" title="Etherpad">Etherpad</a></li> <li><i><a href="/wiki/Google_Expeditions" title="Google Expeditions">Expeditions</a></i></li> <li><i><a href="/wiki/Google_Express" title="Google Express">Express</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">F</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Family_Link" title="Google Family Link">Family Link</a></li> <li><i><a href="/wiki/Google_Fast_Flip" title="Google Fast Flip">Fast Flip</a></i></li> <li><a href="/wiki/FeedBurner" title="FeedBurner">FeedBurner</a></li> <li><i><a href="/wiki/Fflick" title="Fflick">fflick</a></i></li> <li><a href="/wiki/Google_Fi_Wireless" title="Google Fi Wireless">Fi Wireless</a></li> <li><a href="/wiki/Google_Finance" title="Google Finance">Finance</a></li> <li><a href="/wiki/Files_(Google)" title="Files (Google)">Files</a></li> <li><a href="/wiki/Find_My_Device" title="Find My Device">Find My Device</a></li> <li><a href="/wiki/Google_Fit" title="Google Fit">Fit</a></li> <li><a href="/wiki/Google_Flights" title="Google Flights">Flights</a></li> <li><i><a href="/wiki/Google_Flu_Trends" title="Google Flu Trends">Flu Trends</a></i></li> <li><a href="/wiki/Google_Fonts" title="Google Fonts">Fonts</a></li> <li><a href="/wiki/Google_Forms" title="Google Forms">Forms</a></li> <li><i><a href="/wiki/Google_Friend_Connect" title="Google Friend Connect">Friend Connect</a></i></li> <li><i><a href="/wiki/Google_Fusion_Tables" title="Google Fusion Tables">Fusion Tables</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">G</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Gboard" title="Gboard">Gboard</a></li> <li><a href="/wiki/Gemini_(chatbot)" title="Gemini (chatbot)">Gemini</a></li> <li><i><a href="/wiki/Google_Gesture_Search" title="Google Gesture Search">Gesture Search</a></i></li> <li><i><a href="/wiki/Gizmo5" title="Gizmo5">Gizmo5</a></i></li> <li><i><a href="/wiki/Google%2B" title="Google+">Google+</a></i></li> <li><a href="/wiki/Gmail" title="Gmail">Gmail</a></li> <li><i><a href="/wiki/Google_Goggles" title="Google Goggles">Goggles</a></i></li> <li><i><a href="/wiki/GOOG-411" title="GOOG-411">GOOG-411</a></i></li> <li><i><a href="/wiki/Grasshopper_(mobile_app)" title="Grasshopper (mobile app)">Grasshopper</a></i></li> <li><a href="/wiki/Google_Groups" title="Google Groups">Groups</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">H</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Hangouts" title="Google Hangouts">Hangouts</a></i></li> <li><i><a href="/wiki/Google_Helpouts" title="Google Helpouts">Helpouts</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">I</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/IGoogle" title="IGoogle">iGoogle</a></i></li> <li><a href="/wiki/Google_Images" title="Google Images">Images</a> <ul><li><i><a href="/wiki/Google_Image_Labeler" title="Google Image Labeler">Image Labeler</a></i></li></ul></li> <li><i><a href="/wiki/Google_Image_Swirl" title="Google Image Swirl">Image Swirl</a></i></li> <li><i><a href="/wiki/Inbox_by_Gmail" title="Inbox by Gmail">Inbox by Gmail</a></i></li> <li><a href="/wiki/Google_Input_Tools" title="Google Input Tools">Input Tools</a> <ul><li><a href="/wiki/Google_Japanese_Input" title="Google Japanese Input">Japanese Input</a></li> <li><i><a href="/wiki/Google_Pinyin" title="Google Pinyin">Pinyin</a></i></li></ul></li> <li><i><a href="/wiki/Google_Insights_for_Search" title="Google Insights for Search">Insights for Search</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">J</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Jaiku" title="Jaiku">Jaiku</a></i></li> <li><i><a href="/wiki/Jamboard" title="Jamboard">Jamboard</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">K</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Kaggle" title="Kaggle">Kaggle</a></li> <li><a href="/wiki/Google_Keep" title="Google Keep">Keep</a></li> <li><i><a href="/wiki/Knol" title="Knol">Knol</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">L</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Labs" title="Google Labs">Labs</a></li> <li><i><a href="/wiki/Google_Latitude" title="Google Latitude">Latitude</a></i></li> <li><a href="/wiki/Google_Lens" title="Google Lens">Lens</a></li> <li><i><a href="/wiki/Like.com" title="Like.com">Like.com</a></i></li> <li><a href="/wiki/Live_Transcribe" title="Live Transcribe">Live Transcribe</a></li> <li><i><a href="/wiki/Google_Lively" title="Google Lively">Lively</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">M</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Map_Maker" title="Google Map Maker">Map Maker</a></i></li> <li><a href="/wiki/Google_Maps" title="Google Maps">Maps</a></li> <li><i><a href="/wiki/Google_Maps_Navigation" title="Google Maps Navigation">Maps Navigation</a></i></li> <li><a href="/wiki/Google_Marketing_Platform" title="Google Marketing Platform">Marketing Platform</a></li> <li><a href="/wiki/Google_Meet" title="Google Meet">Meet</a></li> <li><a href="/wiki/Google_Messages" title="Google Messages">Messages</a></li> <li><i><a href="/wiki/Google_Moderator" title="Google Moderator">Moderator</a></i></li> <li><i><a href="/wiki/My_Tracks" title="My Tracks">My Tracks</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">N</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Nearby_Share" title="Nearby Share">Nearby Share</a></i></li> <li><a href="/wiki/Google_News" title="Google News">News</a></li> <li><i><a href="/wiki/Google_News_%26_Weather" title="Google News & Weather">News & Weather</a></i></li> <li><a href="/wiki/Google_News_Archive" title="Google News Archive">News Archive</a></li> <li><i><a href="/wiki/Google_Notebook" title="Google Notebook">Notebook</a></i></li> <li><a href="/wiki/NotebookLM" title="NotebookLM">NotebookLM</a></li> <li><a href="/wiki/Google_Now" title="Google Now">Now</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">O</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Offers" title="Google Offers">Offers</a></i></li> <li><a href="/wiki/Google_One" title="Google One">One</a></li> <li><i><a href="/wiki/Google_One_Pass" title="Google One Pass">One Pass</a></i></li> <li><a href="/wiki/Google_Opinion_Rewards" title="Google Opinion Rewards">Opinion Rewards</a></li> <li><i><a href="/wiki/Orkut" title="Orkut">Orkut</a></i></li> <li><i><a href="/wiki/Oyster_(company)" title="Oyster (company)">Oyster</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">P</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Panoramio" title="Panoramio">Panoramio</a></i></li> <li><i><a href="/wiki/PaperofRecord.com" title="PaperofRecord.com">PaperofRecord.com</a></i></li> <li><a href="/wiki/Google_Patents" title="Google Patents">Patents</a></li> <li><i><a href="/wiki/Google_Page_Creator" title="Google Page Creator">Page Creator</a></i></li> <li><i><a href="/wiki/Google_Pay_(mobile_app)" title="Google Pay (mobile app)">Pay</a></i> (mobile app)</li> <li><a href="/wiki/Google_Pay_(payment_method)" title="Google Pay (payment method)">Pay</a> (payment method)</li> <li><i><a href="/wiki/Google_Pay_Send" title="Google Pay Send">Pay Send</a></i></li> <li><a href="/wiki/People_Cards" title="People Cards">People Cards</a></li> <li><a href="/wiki/Google_Person_Finder" title="Google Person Finder">Person Finder</a></li> <li><i><a href="/wiki/Google_Personalized_Search" title="Google Personalized Search">Personalized Search</a></i></li> <li><a href="/wiki/Photomath" title="Photomath">Photomath</a></li> <li><a href="/wiki/Google_Photos" title="Google Photos">Photos</a></li> <li><i><a href="/wiki/Picasa" title="Picasa">Picasa</a></i></li> <li><i><a href="/wiki/Picasa_Web_Albums" title="Picasa Web Albums">Picasa Web Albums</a></i></li> <li><i><a href="/wiki/Picnik" title="Picnik">Picnik</a></i></li> <li><a href="/wiki/Pixel_Camera" title="Pixel Camera">Pixel Camera</a></li> <li><a href="/wiki/Google_Play" title="Google Play">Play</a></li> <li><a href="/wiki/Google_Play_Books" title="Google Play Books">Play Books</a></li> <li><a href="/wiki/Google_Play_Games" title="Google Play Games">Play Games</a></li> <li><i><a href="/wiki/Google_Play_Music" title="Google Play Music">Play Music</a></i></li> <li><i><a href="/wiki/Google_Play_Newsstand" title="Google Play Newsstand">Play Newsstand</a></i></li> <li><a href="/wiki/Google_Play_Pass" title="Google Play Pass">Play Pass</a></li> <li><a href="/wiki/Google_Play_Services" title="Google Play Services">Play Services</a></li> <li><i><a href="/wiki/Google_Podcasts" title="Google Podcasts">Podcasts</a></i></li> <li><i><a href="/wiki/Poly_(website)" title="Poly (website)">Poly</a></i></li> <li><i><a href="/wiki/Postini" title="Postini">Postini</a></i></li> <li><i><a href="/wiki/PostRank" title="PostRank">PostRank</a></i></li> <li><i><a href="/wiki/Google_Primer" title="Google Primer">Primer</a></i></li> <li><a href="/wiki/Project_Starline" title="Project Starline">Project Starline</a></li> <li><a href="/wiki/Google_Public_Alerts" title="Google Public Alerts">Public Alerts</a></li> <li><i><a href="/wiki/Google_Public_Data_Explorer" title="Google Public Data Explorer">Public Data Explorer</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">Q</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Question_Hub" title="Google Question Hub">Question Hub</a></li> <li><i><a href="/wiki/Google_Questions_and_Answers" class="mw-redirect" title="Google Questions and Answers">Questions and Answers</a></i></li> <li><a href="/wiki/Quick,_Draw!" title="Quick, Draw!">Quick, Draw!</a></li> <li><i><a href="/wiki/Google_Quick_Search_Box" title="Google Quick Search Box">Quick Search Box</a></i></li> <li><a href="/wiki/Quick_Share" title="Quick Share">Quick Share</a></li> <li><i><a href="/wiki/Quickoffice" title="Quickoffice">Quickoffice</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">R</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Read_Along" title="Read Along">Read Along</a></li> <li><i><a href="/wiki/Google_Reader" title="Google Reader">Reader</a></i></li> <li><i><a href="/wiki/Reply_(Google)" title="Reply (Google)">Reply</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">S</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Safe_Browsing" title="Google Safe Browsing">Safe Browsing</a></li> <li><a href="/wiki/SageTV" title="SageTV">SageTV</a></li> <li><a href="/wiki/Google_Santa_Tracker" title="Google Santa Tracker">Santa Tracker</a></li> <li><i><a href="/wiki/Google_Schemer" title="Google Schemer">Schemer</a></i></li> <li><a href="/wiki/Google_Scholar" title="Google Scholar">Scholar</a></li> <li><a href="/wiki/Google_Search" title="Google Search">Search</a> <ul><li><a href="/wiki/Google_Knowledge_Graph" title="Google Knowledge Graph">Knowledge Graph</a></li> <li><a href="/wiki/SafeSearch" title="SafeSearch">SafeSearch</a></li> <li><i><a href="/wiki/Google_SearchWiki" title="Google SearchWiki">Searchwiki</a></i></li></ul></li> <li><a href="/wiki/Google_Sheets" title="Google Sheets">Sheets</a></li> <li><i><a href="/wiki/Shoploop" title="Shoploop">Shoploop</a></i></li> <li><a href="/wiki/Google_Shopping" title="Google Shopping">Shopping</a></li> <li><i><a href="/wiki/Google_Sidewiki" title="Google Sidewiki">Sidewiki</a></i></li> <li><a href="/wiki/Google_Sites" title="Google Sites">Sites</a></li> <li><a href="/wiki/Google_Slides" title="Google Slides">Slides</a></li> <li><a href="/wiki/Snapseed" title="Snapseed">Snapseed</a></li> <li><a href="/wiki/Socratic_(Google)" title="Socratic (Google)">Socratic</a></li> <li><i><a href="/wiki/Softcard" title="Softcard">Softcard</a></i></li> <li><i><a href="/wiki/Songza" title="Songza">Songza</a></i></li> <li><a href="/wiki/Sound_Amplifier" title="Sound Amplifier">Sound Amplifier</a></li> <li><i><a href="/wiki/Google_Spaces" title="Google Spaces">Spaces</a></i></li> <li><a href="/wiki/Sparrow_(chatbot)" title="Sparrow (chatbot)">Sparrow</a> (chatbot)</li> <li><i><a href="/wiki/Sparrow_(email_client)" title="Sparrow (email client)">Sparrow</a></i> (email client)</li> <li><a href="/wiki/Speech_Recognition_%26_Synthesis" title="Speech Recognition & Synthesis">Speech Recognition & Synthesis</a></li> <li><i><a href="/wiki/Google_Squared" title="Google Squared">Squared</a></i></li> <li><i><a href="/wiki/Google_Stadia" title="Google Stadia">Stadia</a></i></li> <li><i><a href="/wiki/Google_Station" title="Google Station">Station</a></i></li> <li><a href="/wiki/Google_Store" title="Google Store">Store</a></li> <li><a href="/wiki/Google_Street_View" title="Google Street View">Street View</a></li> <li><i><a href="/wiki/Google_Surveys" title="Google Surveys">Surveys</a></i></li> <li><i><a href="/wiki/Google_Sync" title="Google Sync">Sync</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">T</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Tables_(Google)" title="Tables (Google)">Tables</a></i></li> <li><i><a href="/wiki/Google_Talk" title="Google Talk">Talk</a></i></li> <li><a href="/wiki/TalkBack" title="TalkBack">TalkBack</a></li> <li><a href="/wiki/Google_Tasks" title="Google Tasks">Tasks</a></li> <li><a href="/wiki/Tenor_(website)" title="Tenor (website)">Tenor</a></li> <li><i><a href="/wiki/Tez_(software)" title="Tez (software)">Tez</a></i></li> <li><i><a href="/wiki/Tilt_Brush" title="Tilt Brush">Tilt Brush</a></i></li> <li><i><a href="/wiki/Google_Toolbar" title="Google Toolbar">Toolbar</a></i></li> <li><a href="/wiki/Toontastic_3D" title="Toontastic 3D">Toontastic 3D</a></li> <li><a href="/wiki/Google_Translate" title="Google Translate">Translate</a></li> <li><a href="/wiki/Google_Travel" title="Google Travel">Travel</a></li> <li><i><a href="/wiki/Trendalyzer" title="Trendalyzer">Trendalyzer</a></i></li> <li><a href="/wiki/Google_Trends" title="Google Trends">Trends</a></li> <li><a href="/wiki/Google_TV_(service)" title="Google TV (service)">TV</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">U</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_URL_Shortener" title="Google URL Shortener">URL Shortener</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">V</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Video" title="Google Video">Video</a></i></li> <li><a href="/wiki/Google_Vids" title="Google Vids">Vids</a></li> <li><a href="/wiki/Google_Voice" title="Google Voice">Voice</a></li> <li><a href="/wiki/Voice_Access" title="Voice Access">Voice Access</a></li> <li><a href="/wiki/Google_Voice_Search" title="Google Voice Search">Voice Search</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">W</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Wallet" title="Google Wallet">Wallet</a></li> <li><i><a href="/wiki/Google_Wave" title="Google Wave">Wave</a></i></li> <li><a href="/wiki/Waze" title="Waze">Waze</a></li> <li><i><a href="/wiki/WDYL_(search_engine)" title="WDYL (search engine)">WDYL</a></i></li> <li><i><a href="/wiki/Google_Web_Light" title="Google Web Light">Web Light</a></i></li> <li><a href="/wiki/Where_Is_My_Train" title="Where Is My Train">Where Is My Train</a></li> <li><a href="/wiki/Widevine" title="Widevine">Widevine</a></li> <li><i><a href="/wiki/Word_Lens" title="Word Lens">Word Lens</a></i></li> <li><a href="/wiki/Google_Workspace" title="Google Workspace">Workspace</a></li> <li><a href="/wiki/Google_Workspace_Marketplace" title="Google Workspace Marketplace">Workspace Marketplace</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%;text-align:center;">Y</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/YouTube" title="YouTube">YouTube</a></li> <li><a href="/wiki/YouTube_Kids" title="YouTube Kids">YouTube Kids</a></li> <li><a href="/wiki/YouTube_Music" title="YouTube Music">YouTube Music</a></li> <li><a href="/wiki/YouTube_Premium" title="YouTube Premium">YouTube Premium</a></li> <li><a href="/wiki/YouTube_Shorts" title="YouTube Shorts">YouTube Shorts</a></li> <li><a href="/wiki/YouTube_Studio" title="YouTube Studio">YouTube Studio</a></li> <li><a href="/wiki/YouTube_TV" title="YouTube TV">YouTube TV</a></li> <li><a href="/wiki/YouTube_VR" title="YouTube VR">YouTube VR</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Hardware460" style="font-size:114%;margin:0 4em">Hardware</div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Pixel" title="Google Pixel">Pixel</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Comparison_of_Google_Pixel_smartphones" title="Comparison of Google Pixel smartphones">Smartphones</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Pixel_(1st_generation)" title="Pixel (1st generation)">Pixel</a> (2016)</li> <li><a href="/wiki/Pixel_2" title="Pixel 2">Pixel 2</a> (2017)</li> <li><a href="/wiki/Pixel_3" title="Pixel 3">Pixel 3</a> (2018)</li> <li><a href="/wiki/Pixel_3a" title="Pixel 3a">Pixel 3a</a> (2019)</li> <li><a href="/wiki/Pixel_4" title="Pixel 4">Pixel 4</a> (2019)</li> <li><a href="/wiki/Pixel_4a" title="Pixel 4a">Pixel 4a</a> (2020)</li> <li><a href="/wiki/Pixel_5" title="Pixel 5">Pixel 5</a> (2020)</li> <li><a href="/wiki/Pixel_5a" title="Pixel 5a">Pixel 5a</a> (2021)</li> <li><a href="/wiki/Pixel_6" title="Pixel 6">Pixel 6</a> (2021)</li> <li><a href="/wiki/Pixel_6a" title="Pixel 6a">Pixel 6a</a> (2022)</li> <li><a href="/wiki/Pixel_7" title="Pixel 7">Pixel 7</a> (2022)</li> <li><a href="/wiki/Pixel_7a" title="Pixel 7a">Pixel 7a</a> (2023)</li> <li><a href="/wiki/Pixel_Fold" title="Pixel Fold">Pixel Fold</a> (2023)</li> <li><a href="/wiki/Pixel_8" title="Pixel 8">Pixel 8</a> (2023)</li> <li><a href="/wiki/Pixel_8a" title="Pixel 8a">Pixel 8a</a> (2024)</li> <li><a href="/wiki/Pixel_9" title="Pixel 9">Pixel 9</a> (2024)</li> <li><a href="/wiki/Pixel_9_Pro_Fold" title="Pixel 9 Pro Fold">Pixel 9 Pro Fold</a> (2024)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Smartwatches</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Pixel_Watch" title="Pixel Watch">Pixel Watch</a> (2022)</li> <li><a href="/wiki/Pixel_Watch_2" title="Pixel Watch 2">Pixel Watch 2</a> (2023)</li> <li><a href="/wiki/Pixel_Watch_3" title="Pixel Watch 3">Pixel Watch 3</a> (2024)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Tablets</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Pixel_C" title="Pixel C">Pixel C</a> (2015)</li> <li><a href="/wiki/Pixel_Slate" title="Pixel Slate">Pixel Slate</a> (2018)</li> <li><a href="/wiki/Pixel_Tablet" title="Pixel Tablet">Pixel Tablet</a> (2023)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Laptops</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Chromebook_Pixel" title="Chromebook Pixel">Chromebook Pixel</a> (2013–2015)</li> <li><a href="/wiki/Pixelbook" title="Pixelbook">Pixelbook</a> (2017)</li> <li><a href="/wiki/Pixelbook_Go" title="Pixelbook Go">Pixelbook Go</a> (2019)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Pixel_Buds" title="Pixel Buds">Pixel Buds</a> (2017–present)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Nexus" title="Google Nexus">Nexus</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Comparison_of_Google_Nexus_smartphones" title="Comparison of Google Nexus smartphones">Smartphones</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Nexus_One" title="Nexus One">Nexus One</a> (2010)</li> <li><a href="/wiki/Nexus_S" title="Nexus S">Nexus S</a> (2010)</li> <li><a href="/wiki/Galaxy_Nexus" title="Galaxy Nexus">Galaxy Nexus</a> (2011)</li> <li><a href="/wiki/Nexus_4" title="Nexus 4">Nexus 4</a> (2012)</li> <li><a href="/wiki/Nexus_5" title="Nexus 5">Nexus 5</a> (2013)</li> <li><a href="/wiki/Nexus_6" title="Nexus 6">Nexus 6</a> (2014)</li> <li><a href="/wiki/Nexus_5X" title="Nexus 5X">Nexus 5X</a> (2015)</li> <li><a href="/wiki/Nexus_6P" title="Nexus 6P">Nexus 6P</a> (2015)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Comparison_of_Google_Nexus_tablets" title="Comparison of Google Nexus tablets">Tablets</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Nexus_7_(2012)" title="Nexus 7 (2012)">Nexus 7</a> (2012)</li> <li><a href="/wiki/Nexus_10" title="Nexus 10">Nexus 10</a> (2012)</li> <li><a href="/wiki/Nexus_7_(2013)" title="Nexus 7 (2013)">Nexus 7</a> (2013)</li> <li><a href="/wiki/Nexus_9" title="Nexus 9">Nexus 9</a> (2014)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Nexus_Q" title="Nexus Q">Nexus Q</a> (2012)</li> <li><a href="/wiki/Nexus_Player" title="Nexus Player">Nexus Player</a> (2014)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Android_Dev_Phone" title="Android Dev Phone">Android Dev Phone</a></i></li> <li><a href="/wiki/Android_One" title="Android One">Android One</a></li> <li><i><a href="/wiki/Google_Cardboard" title="Google Cardboard">Cardboard</a></i></li> <li><a href="/wiki/Chromebit" title="Chromebit">Chromebit</a></li> <li><a href="/wiki/Chromebook" title="Chromebook">Chromebook</a></li> <li><a href="/wiki/Chromebox" title="Chromebox">Chromebox</a></li> <li><a href="/wiki/Chromecast" title="Chromecast">Chromecast</a></li> <li><a href="/wiki/Google_Clips" title="Google Clips">Clips</a></li> <li><a href="/wiki/Google_Daydream" title="Google Daydream">Daydream</a></li> <li><a href="/wiki/List_of_Fitbit_products" title="List of Fitbit products">Fitbit</a></li> <li><a href="/wiki/Google_Glass" title="Google Glass">Glass</a></li> <li><a href="/wiki/Liftware" title="Liftware">Liftware</a></li> <li><a href="/wiki/Liquid_Galaxy" title="Liquid Galaxy">Liquid Galaxy</a></li> <li><a href="/wiki/Google_Nest" title="Google Nest">Nest</a> <ul><li><a href="/wiki/Google_Nest_(smart_speakers)" title="Google Nest (smart speakers)">smart speakers</a></li> <li><a href="/wiki/Nest_Thermostat" title="Nest Thermostat">Thermostat</a></li> <li><a href="/wiki/Nest_Wifi" title="Nest Wifi">Wifi</a></li></ul></li> <li><i><a href="/wiki/List_of_Google_Play_edition_devices" title="List of Google Play edition devices">Play Edition</a></i></li> <li><i><a href="/wiki/Project_Ara" title="Project Ara">Project Ara</a></i></li> <li><i><a href="/wiki/Google_OnHub" title="Google OnHub">OnHub</a></i></li> <li><i><a href="/wiki/Pixel_Visual_Core" title="Pixel Visual Core">Pixel Visual Core</a></i></li> <li><a href="/wiki/Project_Iris" title="Project Iris">Project Iris</a></li> <li><i><a href="/wiki/Google_Search_Appliance" title="Google Search Appliance">Search Appliance</a></i></li> <li><a href="/wiki/Sycamore_processor" title="Sycamore processor">Sycamore processor</a></li> <li><a href="/wiki/Google_Tensor" title="Google Tensor">Tensor</a></li> <li><a href="/wiki/Tensor_Processing_Unit" title="Tensor Processing Unit">Tensor Processing Unit</a></li> <li><a href="/wiki/Titan_Security_Key" title="Titan Security Key">Titan Security Key</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks hlist mw-collapsible autocollapse navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Google_litigation" title="Template:Google litigation"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Google_litigation" title="Template talk:Google litigation"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Google_litigation" title="Special:EditPage/Template:Google litigation"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Litigation85" style="font-size:114%;margin:0 4em"><a href="/wiki/Google_litigation" title="Google litigation">Litigation</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">Advertising</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Feldman_v._Google,_Inc." title="Feldman v. Google, Inc.">Feldman v. Google, Inc.</a></i> (2007)</li> <li><i><a href="/wiki/Rescuecom_Corp._v._Google_Inc." title="Rescuecom Corp. v. Google Inc.">Rescuecom Corp. v. Google Inc.</a></i> (2009)</li> <li><i><a href="/wiki/Goddard_v._Google,_Inc." title="Goddard v. Google, Inc.">Goddard v. Google, Inc.</a></i> (2009)</li> <li><i><a href="/wiki/Rosetta_Stone_Ltd._v._Google,_Inc." title="Rosetta Stone Ltd. v. Google, Inc.">Rosetta Stone Ltd. v. Google, Inc.</a></i> (2012)</li> <li><i><a href="/wiki/Google,_Inc._v._American_Blind_%26_Wallpaper_Factory,_Inc." title="Google, Inc. v. American Blind & Wallpaper Factory, Inc.">Google, Inc. v. American Blind & Wallpaper Factory, Inc.</a></i> (2017)</li> <li><a href="/wiki/Jedi_Blue" title="Jedi Blue">Jedi Blue</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Antitrust</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Antitrust_cases_against_Google_by_the_European_Union" title="Antitrust cases against Google by the European Union">European Union</a> (2010–present)</li> <li><i><a href="/wiki/High-Tech_Employee_Antitrust_Litigation" title="High-Tech Employee Antitrust Litigation">United States v. Adobe Systems, Inc., Apple Inc., Google Inc., Intel Corporation, Intuit, Inc., and Pixar</a></i> (2011)</li> <li><i><a href="/wiki/Umar_Javeed,_Sukarma_Thapar,_Aaqib_Javeed_vs._Google_LLC_and_Ors." title="Umar Javeed, Sukarma Thapar, Aaqib Javeed vs. Google LLC and Ors.">Umar Javeed, Sukarma Thapar, Aaqib Javeed vs. Google LLC and Ors.</a></i> (2019)</li> <li><i><a href="/wiki/United_States_v._Google_LLC_(2020)" title="United States v. Google LLC (2020)">United States v. Google LLC</a></i> (2020)</li> <li><i><a href="/wiki/United_States_v._Google_LLC_(2023)" title="United States v. Google LLC (2023)">United States v. Google LLC</a></i> (2023)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Intellectual property</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Perfect_10,_Inc._v._Amazon.com,_Inc." title="Perfect 10, Inc. v. Amazon.com, Inc.">Perfect 10, Inc. v. Amazon.com, Inc.</a></i> (2007)</li> <li><i><a href="/wiki/Viacom_International_Inc._v._YouTube,_Inc." title="Viacom International Inc. v. YouTube, Inc.">Viacom International Inc. v. YouTube, Inc.</a></i> (2010)</li> <li><i><a href="/wiki/Lenz_v._Universal_Music_Corp." title="Lenz v. Universal Music Corp.">Lenz v. Universal Music Corp.</a></i>(2015)</li> <li><i><a href="/wiki/Authors_Guild,_Inc._v._Google,_Inc." title="Authors Guild, Inc. v. Google, Inc.">Authors Guild, Inc. v. Google, Inc.</a></i> (2015)</li> <li><i><a href="/wiki/Field_v._Google,_Inc." title="Field v. Google, Inc.">Field v. Google, Inc.</a></i> (2016)</li> <li><i><a href="/wiki/Google_LLC_v._Oracle_America,_Inc." title="Google LLC v. Oracle America, Inc.">Google LLC v. Oracle America, Inc.</a></i> (2021)</li> <li><a href="/wiki/Smartphone_patent_wars" title="Smartphone patent wars">Smartphone patent wars</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Privacy</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Rocky_Mountain_Bank_v._Google,_Inc." title="Rocky Mountain Bank v. Google, Inc.">Rocky Mountain Bank v. Google, Inc.</a></i> (2009)</li> <li><i><a href="/wiki/Hibnick_v._Google,_Inc." title="Hibnick v. Google, Inc.">Hibnick v. Google, Inc.</a></i> (2010)</li> <li><i><a href="/wiki/United_States_v._Google_Inc." title="United States v. Google Inc.">United States v. Google Inc.</a></i> (2012)</li> <li><a href="/wiki/Judgement_of_the_German_Federal_Court_of_Justice_on_Google%27s_autocomplete_function" title="Judgement of the German Federal Court of Justice on Google's autocomplete function">Judgement of the German Federal Court of Justice on Google's autocomplete function</a> (2013)</li> <li><i><a href="/wiki/Joffe_v._Google,_Inc." title="Joffe v. Google, Inc.">Joffe v. Google, Inc.</a></i> (2013)</li> <li><i><a href="/wiki/Mosley_v_SARL_Google" title="Mosley v SARL Google">Mosley v SARL Google</a></i> (2013)</li> <li><i><a href="/wiki/Google_Spain_v_AEPD_and_Mario_Costeja_Gonz%C3%A1lez" title="Google Spain v AEPD and Mario Costeja González">Google Spain v AEPD and Mario Costeja González</a></i> (2014)</li> <li><i><a href="/wiki/Frank_v._Gaos" title="Frank v. Gaos">Frank v. Gaos</a></i> (2019)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Garcia_v._Google,_Inc." title="Garcia v. Google, Inc.">Garcia v. Google, Inc.</a></i> (2015)</li> <li><i><a href="/wiki/Google_LLC_v_Defteros" title="Google LLC v Defteros">Google LLC v Defteros</a></i> (2020)</li> <li><i><a href="/wiki/Epic_Games_v._Google" title="Epic Games v. Google">Epic Games v. Google</a></i> (2021)</li> <li><i><a href="/wiki/Gonzalez_v._Google_LLC" title="Gonzalez v. Google LLC">Gonzalez v. Google LLC</a></i> (2022)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Related460" style="font-size:114%;margin:0 4em">Related</div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Concepts</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Beauty_YouTuber" title="Beauty YouTuber">Beauty YouTuber</a></li> <li><a href="/wiki/BookTube" title="BookTube">BookTube</a></li> <li><a href="/wiki/BreadTube" title="BreadTube">BreadTube</a></li> <li>"<a href="/wiki/Don%27t_be_evil" title="Don't be evil">Don't be evil</a>"</li> <li><a href="/wiki/Gayglers" title="Gayglers">Gayglers</a></li> <li><a href="/wiki/Google_(verb)" title="Google (verb)"><i>Google</i> as a verb</a></li> <li><a href="/wiki/Google_bombing" title="Google bombing">Google bombing</a> <ul><li><a href="/wiki/Political_Google_bombs_in_the_2004_U.S._presidential_election" title="Political Google bombs in the 2004 U.S. presidential election">2004 U.S. presidential election</a></li></ul></li> <li><a href="/wiki/Google_effect" title="Google effect">Google effect</a></li> <li><a href="/wiki/Googlefight" title="Googlefight">Googlefight</a></li> <li><a href="/wiki/Google_hacking" title="Google hacking">Google hacking</a></li> <li><a href="/wiki/Googleshare" title="Googleshare">Googleshare</a></li> <li><a href="/wiki/Google_tax" title="Google tax">Google tax</a></li> <li><a href="/wiki/Googlewhack" title="Googlewhack">Googlewhack</a></li> <li><a href="/wiki/Googlization" title="Googlization">Googlization</a></li> <li><a href="/wiki/Illegal_flower_tribute" title="Illegal flower tribute">Illegal flower tribute</a></li> <li><a href="/wiki/Objectives_and_key_results" title="Objectives and key results">Objectives and key results</a></li> <li><a href="/wiki/Rooting_(Android)" title="Rooting (Android)">Rooting</a></li> <li><a href="/wiki/Search_engine_manipulation_effect" title="Search engine manipulation effect">Search engine manipulation effect</a></li> <li><a href="/wiki/Side_project_time" title="Side project time">Side project time</a></li> <li><a href="/wiki/Sitelink" title="Sitelink">Sitelink</a></li> <li><a href="/wiki/Site_reliability_engineering" title="Site reliability engineering">Site reliability engineering</a></li> <li><a href="/wiki/StudyTube" title="StudyTube">StudyTube</a></li> <li><a href="/wiki/VTuber" title="VTuber">VTuber</a></li> <li><a href="/wiki/YouTube_poop" class="mw-redirect" title="YouTube poop">YouTube poop</a></li> <li><a href="/wiki/YouTuber" title="YouTuber">YouTuber</a> <ul><li><a href="/wiki/List_of_YouTubers" title="List of YouTubers">list</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Products</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Android</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Booting_process_of_Android_devices" title="Booting process of Android devices">Booting process</a></li> <li><a href="/wiki/List_of_custom_Android_distributions" title="List of custom Android distributions">Custom distributions</a></li> <li><a href="/wiki/List_of_features_in_Android" title="List of features in Android">Features</a></li> <li><a href="/wiki/Android_recovery_mode" title="Android recovery mode">Recovery mode</a></li> <li><a href="/wiki/Android_software_development" title="Android software development">Software development</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Street_View_coverage" title="Google Street View coverage">Street View coverage</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Street_View_in_Africa" title="Google Street View in Africa">Africa</a></li> <li><a href="/wiki/Google_Street_View_in_Antarctica" title="Google Street View in Antarctica">Antarctica</a></li> <li><a href="/wiki/Google_Street_View_in_Asia" title="Google Street View in Asia">Asia</a> <ul><li><a href="/wiki/Google_Street_View_in_Israel" title="Google Street View in Israel">Israel</a></li></ul></li> <li><a href="/wiki/Google_Street_View_in_Europe" title="Google Street View in Europe">Europe</a></li> <li><a href="/wiki/Google_Street_View_in_North_America" title="Google Street View in North America">North America</a> <ul><li><a href="/wiki/Google_Street_View_in_Canada" title="Google Street View in Canada">Canada</a></li> <li><a href="/wiki/Google_Street_View_in_the_United_States" title="Google Street View in the United States">United States</a></li></ul></li> <li><a href="/wiki/Google_Street_View_in_Oceania" title="Google Street View in Oceania">Oceania</a></li> <li><a href="/wiki/Google_Street_View_in_South_America" title="Google Street View in South America">South America</a> <ul><li><a href="/wiki/Google_Street_View_in_Argentina" title="Google Street View in Argentina">Argentina</a></li> <li><a href="/wiki/Google_Street_View_in_Chile" title="Google Street View in Chile">Chile</a></li> <li><a href="/wiki/Google_Street_View_in_Colombia" title="Google Street View in Colombia">Colombia</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">YouTube</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/YouTube_copyright_strike" title="YouTube copyright strike">Copyright strike</a></li> <li><a href="/wiki/YouTube_in_education" title="YouTube in education">Education</a></li> <li><a href="/wiki/List_of_YouTube_features" title="List of YouTube features">Features</a></li> <li><a href="/wiki/YouTube_moderation" title="YouTube moderation">Moderation</a></li> <li><a href="/wiki/List_of_most-disliked_YouTube_videos" title="List of most-disliked YouTube videos">Most-disliked videos</a></li> <li><a href="/wiki/List_of_most-liked_YouTube_videos" title="List of most-liked YouTube videos">Most-liked videos</a></li> <li><a href="/wiki/List_of_most-subscribed_YouTube_channels" title="List of most-subscribed YouTube channels">Most-subscribed channels</a></li> <li><a href="/wiki/List_of_most-viewed_YouTube_channels" title="List of most-viewed YouTube channels">Most-viewed channels</a></li> <li><a href="/wiki/List_of_most-viewed_YouTube_videos" title="List of most-viewed YouTube videos">Most-viewed videos</a> <ul><li><a href="/wiki/List_of_most-viewed_Arabic_music_videos_on_YouTube" title="List of most-viewed Arabic music videos on YouTube">Arabic music videos</a></li> <li><a href="/wiki/List_of_most-viewed_Chinese_music_videos_on_YouTube" title="List of most-viewed Chinese music videos on YouTube">Chinese music videos</a></li> <li><a href="/wiki/List_of_most-viewed_French_music_videos_on_YouTube" title="List of most-viewed French music videos on YouTube">French music videos</a></li> <li><a href="/wiki/List_of_most-viewed_Indian_YouTube_videos" title="List of most-viewed Indian YouTube videos">Indian videos</a></li> <li><a href="/wiki/List_of_most-viewed_Pakistani_YouTube_videos" title="List of most-viewed Pakistani YouTube videos">Pakistani videos</a></li></ul></li> <li><a href="/wiki/YouTube_(YouTube_channel)" title="YouTube (YouTube channel)">Official channel</a></li> <li><a href="/wiki/Social_impact_of_YouTube" title="Social impact of YouTube">Social impact</a></li> <li><a href="/wiki/YouTube_suspensions" title="YouTube suspensions">Suspensions</a></li> <li><a href="/wiki/List_of_YouTube_Premium_original_programming" title="List of YouTube Premium original programming">YouTube Premium original programming</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Gmail_interface" title="Gmail interface">Gmail interface</a></li> <li><a href="/wiki/Google_Maps_pin" title="Google Maps pin">Maps pin</a></li> <li><a href="/wiki/List_of_most-downloaded_Google_Play_applications" title="List of most-downloaded Google Play applications">Most downloaded Google Play applications</a></li> <li><a href="/wiki/List_of_Stadia_games" title="List of Stadia games">Stadia games</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Documentary_films_about_Google" title="Category:Documentary films about Google">Documentaries</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/AlphaGo_(film)" title="AlphaGo (film)">AlphaGo</a></i></li> <li><i><a href="/wiki/Google_Behind_the_Screen" title="Google Behind the Screen">Google: Behind the Screen</a></i></li> <li><i><a href="/wiki/Google_Maps_Road_Trip" title="Google Maps Road Trip">Google Maps Road Trip</a></i></li> <li><i><a href="/wiki/Google_and_the_World_Brain" title="Google and the World Brain">Google and the World Brain</a></i></li> <li><i><a href="/wiki/The_Creepy_Line" title="The Creepy Line">The Creepy Line</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Books_about_Google" title="Category:Books about Google">Books</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Hacks" title="Google Hacks">Google Hacks</a></i></li> <li><i><a href="/wiki/The_Google_Story" title="The Google Story">The Google Story</a></i></li> <li><i><a href="/wiki/Google_Volume_One" title="Google Volume One">Google Volume One</a></i></li> <li><i><a href="/wiki/Googled:_The_End_of_the_World_as_We_Know_It" title="Googled: The End of the World as We Know It">Googled: The End of the World as We Know It</a></i></li> <li><i><a href="/wiki/How_Google_Works" title="How Google Works">How Google Works</a></i></li> <li><i><a href="/wiki/I%27m_Feeling_Lucky_(book)" title="I'm Feeling Lucky (book)">I'm Feeling Lucky</a></i></li> <li><i><a href="/wiki/In_the_Plex" title="In the Plex">In the Plex</a></i></li> <li><i><a href="/wiki/The_Google_Book" title="The Google Book">The Google Book</a></i></li> <li><i><a href="/wiki/The_MANIAC" title="The MANIAC">The MANIAC</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Popular culture</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Feud" title="Google Feud">Google Feud</a></i></li> <li><i><a href="/wiki/Google_Me_(film)" title="Google Me (film)">Google Me</a></i> (film)</li> <li>"<a href="/wiki/Google_Me_(Kim_Zolciak_song)" title="Google Me (Kim Zolciak song)">Google Me</a>" (Kim Zolciak song)</li> <li>"<a href="/wiki/Google_Me_(Teyana_Taylor_song)" title="Google Me (Teyana Taylor song)">Google Me</a>" (Teyana Taylor song)</li> <li><i><a href="/wiki/Is_Google_Making_Us_Stupid%3F" title="Is Google Making Us Stupid?">Is Google Making Us Stupid?</a></i></li> <li><i><a href="/wiki/Proceratium_google" title="Proceratium google">Proceratium google</a></i></li> <li><i><a href="/wiki/Matt_Nathanson:_Live_at_Google" title="Matt Nathanson: Live at Google">Matt Nathanson: Live at Google</a></i></li> <li><i><a href="/wiki/The_Billion_Dollar_Code" title="The Billion Dollar Code">The Billion Dollar Code</a></i></li> <li><i><a href="/wiki/The_Internship" title="The Internship">The Internship</a></i></li> <li><i><a href="/wiki/Where_on_Google_Earth_is_Carmen_Sandiego%3F" title="Where on Google Earth is Carmen Sandiego?">Where on Google Earth is Carmen Sandiego?</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li>"<a href="/wiki/Attention_Is_All_You_Need" title="Attention Is All You Need">Attention Is All You Need</a>"</li> <li><a href="/wiki/ElgooG" title="ElgooG">elgooG</a></li> <li><a href="/wiki/Generative_pre-trained_transformer" title="Generative pre-trained transformer">Generative pre-trained transformer</a></li> <li>"<a href="/wiki/Me_at_the_zoo" title="Me at the zoo">Me at the zoo</a>"</li> <li><a href="/wiki/Predictions_of_the_end_of_Google" title="Predictions of the end of Google">Predictions of the end</a></li> <li><a href="/wiki/Relationship_between_Google_and_Wikipedia" title="Relationship between Google and Wikipedia">Relationship with Wikipedia</a></li> <li>"<a href="/wiki/Reunion_(advertisement)" title="Reunion (advertisement)">Reunion</a>"</li> <li><a href="/wiki/Robot_Constitution" title="Robot Constitution">Robot Constitution</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div><i>Italics</i> denote <a href="/wiki/List_of_Google_products#Discontinued_products_and_services" title="List of Google products">discontinued products</a>. <ul><li><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/16px-Symbol_category_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/23px-Symbol_category_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/31px-Symbol_category_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <a href="/wiki/Category:Google" title="Category:Google">Category</a></li> <li><span class="noviewer" typeof="mw:File"><span title="Outline"><img alt="" src="//upload.wikimedia.org/wikipedia/commons/thumb/4/41/Global_thinking.svg/10px-Global_thinking.svg.png" decoding="async" width="10" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/4/41/Global_thinking.svg/15px-Global_thinking.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/41/Global_thinking.svg/21px-Global_thinking.svg.png 2x" data-file-width="130" data-file-height="200" /></span></span> <a href="/wiki/Outline_of_Google" title="Outline of Google">Outline</a></li></ul></div></td></tr></tbody></table></div> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236075235"></div><div role="navigation" class="navbox" aria-labelledby="Artificial_intelligence_(AI)776" style="padding:3px"><table class="nowraplinks hlist mw-collapsible autocollapse navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1239400231"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Artificial_intelligence_navbox" title="Template:Artificial intelligence navbox"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Artificial_intelligence_navbox" title="Template talk:Artificial intelligence navbox"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Artificial_intelligence_navbox" title="Special:EditPage/Template:Artificial intelligence navbox"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Artificial_intelligence_(AI)776" style="font-size:114%;margin:0 4em"><a href="/wiki/Artificial_intelligence" title="Artificial intelligence">Artificial intelligence (AI)</a></div></th></tr><tr><td class="navbox-abovebelow" colspan="2"><div><a href="/wiki/History_of_artificial_intelligence" title="History of artificial intelligence">History</a> (<a href="/wiki/Timeline_of_artificial_intelligence" title="Timeline of artificial intelligence">timeline</a>)</div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Concepts</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Parameter" title="Parameter">Parameter</a> <ul><li><a href="/wiki/Hyperparameter_(machine_learning)" title="Hyperparameter (machine learning)">Hyperparameter</a></li></ul></li> <li><a href="/wiki/Loss_functions_for_classification" title="Loss functions for classification">Loss functions</a></li> <li><a href="/wiki/Regression_analysis" title="Regression analysis">Regression</a> <ul><li><a href="/wiki/Bias%E2%80%93variance_tradeoff" title="Bias–variance tradeoff">Bias–variance tradeoff</a></li> <li><a href="/wiki/Double_descent" title="Double descent">Double descent</a></li> <li><a href="/wiki/Overfitting" title="Overfitting">Overfitting</a></li></ul></li> <li><a href="/wiki/Cluster_analysis" title="Cluster analysis">Clustering</a></li> <li><a href="/wiki/Gradient_descent" title="Gradient descent">Gradient descent</a> <ul><li><a href="/wiki/Stochastic_gradient_descent" title="Stochastic gradient descent">SGD</a></li> <li><a href="/wiki/Quasi-Newton_method" title="Quasi-Newton method">Quasi-Newton method</a></li> <li><a href="/wiki/Conjugate_gradient_method" title="Conjugate gradient method">Conjugate gradient method</a></li></ul></li> <li><a href="/wiki/Backpropagation" title="Backpropagation">Backpropagation</a></li> <li><a href="/wiki/Attention_(machine_learning)" title="Attention (machine learning)">Attention</a></li> <li><a href="/wiki/Convolution" title="Convolution">Convolution</a></li> <li><a href="/wiki/Normalization_(machine_learning)" title="Normalization (machine learning)">Normalization</a> <ul><li><a href="/wiki/Batch_normalization" title="Batch normalization">Batchnorm</a></li></ul></li> <li><a href="/wiki/Activation_function" title="Activation function">Activation</a> <ul><li><a href="/wiki/Softmax_function" title="Softmax function">Softmax</a></li> <li><a href="/wiki/Sigmoid_function" title="Sigmoid function">Sigmoid</a></li> <li><a href="/wiki/Rectifier_(neural_networks)" title="Rectifier (neural networks)">Rectifier</a></li></ul></li> <li><a href="/wiki/Gating_mechanism" title="Gating mechanism">Gating</a></li> <li><a href="/wiki/Weight_initialization" title="Weight initialization">Weight initialization</a></li> <li><a href="/wiki/Regularization_(mathematics)" title="Regularization (mathematics)">Regularization</a></li> <li><a href="/wiki/Training,_validation,_and_test_data_sets" title="Training, validation, and test data sets">Datasets</a> <ul><li><a href="/wiki/Data_augmentation" title="Data augmentation">Augmentation</a></li></ul></li> <li><a href="/wiki/Prompt_engineering" title="Prompt engineering">Prompt engineering</a></li> <li><a href="/wiki/Reinforcement_learning" title="Reinforcement learning">Reinforcement learning</a> <ul><li><a href="/wiki/Q-learning" title="Q-learning">Q-learning</a></li> <li><a href="/wiki/State%E2%80%93action%E2%80%93reward%E2%80%93state%E2%80%93action" title="State–action–reward–state–action">SARSA</a></li> <li><a href="/wiki/Imitation_learning" title="Imitation learning">Imitation</a></li> <li><a href="/wiki/Policy_gradient_method" title="Policy gradient method">Policy gradient</a></li></ul></li> <li><a href="/wiki/Diffusion_process" title="Diffusion process">Diffusion</a></li> <li><a href="/wiki/Latent_diffusion_model" title="Latent diffusion model">Latent diffusion model</a></li> <li><a href="/wiki/Autoregressive_model" title="Autoregressive model">Autoregression</a></li> <li><a href="/wiki/Adversarial_machine_learning" title="Adversarial machine learning">Adversary</a></li> <li><a href="/wiki/Retrieval-augmented_generation" title="Retrieval-augmented generation">RAG</a></li> <li><a href="/wiki/Uncanny_valley" title="Uncanny valley">Uncanny valley</a></li> <li><a href="/wiki/Reinforcement_learning_from_human_feedback" title="Reinforcement learning from human feedback">RLHF</a></li> <li><a href="/wiki/Self-supervised_learning" title="Self-supervised learning">Self-supervised learning</a></li> <li><a href="/wiki/Recursive_self-improvement" title="Recursive self-improvement">Recursive self-improvement</a></li> <li><a href="/wiki/Word_embedding" title="Word embedding">Word embedding</a></li> <li><a href="/wiki/Hallucination_(artificial_intelligence)" title="Hallucination (artificial intelligence)">Hallucination</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Applications</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Machine_learning" title="Machine learning">Machine learning</a> <ul><li><a href="/wiki/Prompt_engineering#In-context_learning" title="Prompt engineering">In-context learning</a></li></ul></li> <li><a href="/wiki/Neural_network_(machine_learning)" title="Neural network (machine learning)">Artificial neural network</a> <ul><li><a href="/wiki/Deep_learning" title="Deep learning">Deep learning</a></li></ul></li> <li><a href="/wiki/Language_model" title="Language model">Language model</a> <ul><li><a href="/wiki/Large_language_model" title="Large language model">Large language model</a></li> <li><a href="/wiki/Neural_machine_translation" title="Neural machine translation">NMT</a></li></ul></li> <li><a href="/wiki/Artificial_general_intelligence" title="Artificial general intelligence">Artificial general intelligence</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Implementations</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Audio–visual</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlexNet" title="AlexNet">AlexNet</a></li> <li><a href="/wiki/WaveNet" title="WaveNet">WaveNet</a></li> <li><a href="/wiki/Human_image_synthesis" title="Human image synthesis">Human image synthesis</a></li> <li><a href="/wiki/Handwriting_recognition" title="Handwriting recognition">HWR</a></li> <li><a href="/wiki/Optical_character_recognition" title="Optical character recognition">OCR</a></li> <li><a href="/wiki/Deep_learning_speech_synthesis" title="Deep learning speech synthesis">Speech synthesis</a> <ul><li><a href="/wiki/15.ai" title="15.ai">15.ai</a></li> <li><a href="/wiki/ElevenLabs" title="ElevenLabs">ElevenLabs</a></li></ul></li> <li><a href="/wiki/Speech_recognition" title="Speech recognition">Speech recognition</a> <ul><li><a href="/wiki/Whisper_(speech_recognition_system)" title="Whisper (speech recognition system)">Whisper</a></li></ul></li> <li><a href="/wiki/Facial_recognition_system" title="Facial recognition system">Facial recognition</a></li> <li><a href="/wiki/AlphaFold" title="AlphaFold">AlphaFold</a></li> <li><a href="/wiki/Text-to-image_model" title="Text-to-image model">Text-to-image models</a> <ul><li><a href="/wiki/Aurora_(text-to-image_model)" class="mw-redirect" title="Aurora (text-to-image model)">Aurora</a></li> <li><a href="/wiki/DALL-E" title="DALL-E">DALL-E</a></li> <li><a href="/wiki/Adobe_Firefly" title="Adobe Firefly">Firefly</a></li> <li><a href="/wiki/Flux_(text-to-image_model)" title="Flux (text-to-image model)">Flux</a></li> <li><a href="/wiki/Ideogram_(text-to-image_model)" title="Ideogram (text-to-image model)">Ideogram</a></li> <li><a href="/wiki/Google_Brain#Text-to-image_model" title="Google Brain">Imagen</a></li> <li><a href="/wiki/Midjourney" title="Midjourney">Midjourney</a></li> <li><a href="/wiki/Stable_Diffusion" title="Stable Diffusion">Stable Diffusion</a></li></ul></li> <li><a href="/wiki/Text-to-video_model" title="Text-to-video model">Text-to-video models</a> <ul><li><a href="/wiki/Dream_Machine_(text-to-video_model)" title="Dream Machine (text-to-video model)">Dream Machine</a></li> <li><a href="/wiki/Runway_(company)#Gen-3_Alpha" title="Runway (company)">Gen-3 Alpha</a></li> <li><a href="/wiki/MiniMax_(company)#Hailuo_AI" title="MiniMax (company)">Hailuo AI</a></li> <li><a href="/wiki/Kling_(text-to-video_model)" class="mw-redirect" title="Kling (text-to-video model)">Kling</a></li> <li><a href="/wiki/Sora_(text-to-video_model)" title="Sora (text-to-video model)">Sora</a></li> <li><a class="mw-selflink-fragment" href="#Video_model">Veo</a></li></ul></li> <li><a href="/wiki/Music_and_artificial_intelligence" title="Music and artificial intelligence">Music generation</a> <ul><li><a href="/wiki/Suno_AI" title="Suno AI">Suno AI</a></li> <li><a href="/wiki/Udio" title="Udio">Udio</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Text</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Word2vec" title="Word2vec">Word2vec</a></li> <li><a href="/wiki/Seq2seq" title="Seq2seq">Seq2seq</a></li> <li><a href="/wiki/GloVe" title="GloVe">GloVe</a></li> <li><a href="/wiki/BERT_(language_model)" title="BERT (language model)">BERT</a></li> <li><a href="/wiki/T5_(language_model)" title="T5 (language model)">T5</a></li> <li><a href="/wiki/Llama_(language_model)" title="Llama (language model)">Llama</a></li> <li><a href="/wiki/Chinchilla_(language_model)" title="Chinchilla (language model)">Chinchilla AI</a></li> <li><a href="/wiki/PaLM" title="PaLM">PaLM</a></li> <li><a href="/wiki/Generative_pre-trained_transformer" title="Generative pre-trained transformer">GPT</a> <ul><li><a href="/wiki/GPT-1" title="GPT-1">1</a></li> <li><a href="/wiki/GPT-2" title="GPT-2">2</a></li> <li><a href="/wiki/GPT-3" title="GPT-3">3</a></li> <li><a href="/wiki/GPT-J" title="GPT-J">J</a></li> <li><a href="/wiki/ChatGPT" title="ChatGPT">ChatGPT</a></li> <li><a href="/wiki/GPT-4" title="GPT-4">4</a></li> <li><a href="/wiki/GPT-4o" title="GPT-4o">4o</a></li> <li><a href="/wiki/OpenAI_o1" title="OpenAI o1">o1</a></li> <li><a href="/wiki/OpenAI_o3" title="OpenAI o3">o3</a></li></ul></li> <li><a href="/wiki/Claude_(language_model)" title="Claude (language model)">Claude</a></li> <li><a href="/wiki/Gemini_(language_model)" title="Gemini (language model)">Gemini</a> <ul><li><a href="/wiki/Gemini_(chatbot)" title="Gemini (chatbot)">chatbot</a></li></ul></li> <li><a href="/wiki/Grok_(chatbot)" title="Grok (chatbot)">Grok</a></li> <li><a href="/wiki/LaMDA" title="LaMDA">LaMDA</a></li> <li><a href="/wiki/BLOOM_(language_model)" title="BLOOM (language model)">BLOOM</a></li> <li><a href="/wiki/Project_Debater" title="Project Debater">Project Debater</a></li> <li><a href="/wiki/IBM_Watson" title="IBM Watson">IBM Watson</a></li> <li><a href="/wiki/IBM_Watsonx" title="IBM Watsonx">IBM Watsonx</a></li> <li><a href="/wiki/IBM_Granite" title="IBM Granite">Granite</a></li> <li><a href="/wiki/Huawei_PanGu" title="Huawei PanGu">PanGu-Σ</a></li> <li><a href="/wiki/DeepSeek" title="DeepSeek">DeepSeek</a></li> <li><a href="/wiki/Qwen" title="Qwen">Qwen</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Decisional</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AlphaGo" title="AlphaGo">AlphaGo</a></li> <li><a href="/wiki/AlphaZero" title="AlphaZero">AlphaZero</a></li> <li><a href="/wiki/OpenAI_Five" title="OpenAI Five">OpenAI Five</a></li> <li><a href="/wiki/Self-driving_car" title="Self-driving car">Self-driving car</a></li> <li><a href="/wiki/MuZero" title="MuZero">MuZero</a></li> <li><a href="/wiki/Action_selection" title="Action selection">Action selection</a> <ul><li><a href="/wiki/AutoGPT" title="AutoGPT">AutoGPT</a></li></ul></li> <li><a href="/wiki/Robot_control" title="Robot control">Robot control</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">People</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Alan_Turing" title="Alan Turing">Alan Turing</a></li> <li><a href="/wiki/Warren_Sturgis_McCulloch" title="Warren Sturgis McCulloch">Warren Sturgis McCulloch</a></li> <li><a href="/wiki/Walter_Pitts" title="Walter Pitts">Walter Pitts</a></li> <li><a href="/wiki/John_von_Neumann" title="John von Neumann">John von Neumann</a></li> <li><a href="/wiki/Claude_Shannon" title="Claude Shannon">Claude Shannon</a></li> <li><a href="/wiki/Marvin_Minsky" title="Marvin Minsky">Marvin Minsky</a></li> <li><a href="/wiki/John_McCarthy_(computer_scientist)" title="John McCarthy (computer scientist)">John McCarthy</a></li> <li><a href="/wiki/Nathaniel_Rochester_(computer_scientist)" title="Nathaniel Rochester (computer scientist)">Nathaniel Rochester</a></li> <li><a href="/wiki/Allen_Newell" title="Allen Newell">Allen Newell</a></li> <li><a href="/wiki/Cliff_Shaw" title="Cliff Shaw">Cliff Shaw</a></li> <li><a href="/wiki/Herbert_A._Simon" title="Herbert A. Simon">Herbert A. Simon</a></li> <li><a href="/wiki/Oliver_Selfridge" title="Oliver Selfridge">Oliver Selfridge</a></li> <li><a href="/wiki/Frank_Rosenblatt" title="Frank Rosenblatt">Frank Rosenblatt</a></li> <li><a href="/wiki/Bernard_Widrow" title="Bernard Widrow">Bernard Widrow</a></li> <li><a href="/wiki/Joseph_Weizenbaum" title="Joseph Weizenbaum">Joseph Weizenbaum</a></li> <li><a href="/wiki/Seymour_Papert" title="Seymour Papert">Seymour Papert</a></li> <li><a href="/wiki/Seppo_Linnainmaa" title="Seppo Linnainmaa">Seppo Linnainmaa</a></li> <li><a href="/wiki/Paul_Werbos" title="Paul Werbos">Paul Werbos</a></li> <li><a href="/wiki/J%C3%BCrgen_Schmidhuber" title="Jürgen Schmidhuber">Jürgen Schmidhuber</a></li> <li><a href="/wiki/Yann_LeCun" title="Yann LeCun">Yann LeCun</a></li> <li><a href="/wiki/Geoffrey_Hinton" title="Geoffrey Hinton">Geoffrey Hinton</a></li> <li><a href="/wiki/John_Hopfield" title="John Hopfield">John Hopfield</a></li> <li><a href="/wiki/Yoshua_Bengio" title="Yoshua Bengio">Yoshua Bengio</a></li> <li><a href="/wiki/Lotfi_A._Zadeh" title="Lotfi A. Zadeh">Lotfi A. Zadeh</a></li> <li><a href="/wiki/Stephen_Grossberg" title="Stephen Grossberg">Stephen Grossberg</a></li> <li><a href="/wiki/Alex_Graves_(computer_scientist)" title="Alex Graves (computer scientist)">Alex Graves</a></li> <li><a href="/wiki/Andrew_Ng" title="Andrew Ng">Andrew Ng</a></li> <li><a href="/wiki/Fei-Fei_Li" title="Fei-Fei Li">Fei-Fei Li</a></li> <li><a href="/wiki/Alex_Krizhevsky" title="Alex Krizhevsky">Alex Krizhevsky</a></li> <li><a href="/wiki/Ilya_Sutskever" title="Ilya Sutskever">Ilya Sutskever</a></li> <li><a href="/wiki/Demis_Hassabis" title="Demis Hassabis">Demis Hassabis</a></li> <li><a href="/wiki/David_Silver_(computer_scientist)" title="David Silver (computer scientist)">David Silver</a></li> <li><a href="/wiki/Ian_Goodfellow" title="Ian Goodfellow">Ian Goodfellow</a></li> <li><a href="/wiki/Andrej_Karpathy" title="Andrej Karpathy">Andrej Karpathy</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Architectures</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Neural_Turing_machine" title="Neural Turing machine">Neural Turing machine</a></li> <li><a href="/wiki/Differentiable_neural_computer" title="Differentiable neural computer">Differentiable neural computer</a></li> <li><a href="/wiki/Transformer_(deep_learning_architecture)" title="Transformer (deep learning architecture)">Transformer</a> <ul><li><a href="/wiki/Vision_transformer" title="Vision transformer">Vision transformer (ViT)</a></li></ul></li> <li><a href="/wiki/Recurrent_neural_network" title="Recurrent neural network">Recurrent neural network (RNN)</a></li> <li><a href="/wiki/Long_short-term_memory" title="Long short-term memory">Long short-term memory (LSTM)</a></li> <li><a href="/wiki/Gated_recurrent_unit" title="Gated recurrent unit">Gated recurrent unit (GRU)</a></li> <li><a href="/wiki/Echo_state_network" title="Echo state network">Echo state network</a></li> <li><a href="/wiki/Multilayer_perceptron" title="Multilayer perceptron">Multilayer perceptron (MLP)</a></li> <li><a href="/wiki/Convolutional_neural_network" title="Convolutional neural network">Convolutional neural network (CNN)</a></li> <li><a href="/wiki/Residual_neural_network" title="Residual neural network">Residual neural network (RNN)</a></li> <li><a href="/wiki/Highway_network" title="Highway network">Highway network</a></li> <li><a href="/wiki/Mamba_(deep_learning_architecture)" title="Mamba (deep learning architecture)">Mamba</a></li> <li><a href="/wiki/Autoencoder" title="Autoencoder">Autoencoder</a></li> <li><a href="/wiki/Variational_autoencoder" title="Variational autoencoder">Variational autoencoder (VAE)</a></li> <li><a href="/wiki/Generative_adversarial_network" title="Generative adversarial network">Generative adversarial network (GAN)</a></li> <li><a href="/wiki/Graph_neural_network" title="Graph neural network">Graph neural network (GNN)</a></li></ul> </div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div> <ul><li><span class="noviewer" typeof="mw:File"><a href="/wiki/File:Symbol_portal_class.svg" class="mw-file-description" title="Portal"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/e/e2/Symbol_portal_class.svg/16px-Symbol_portal_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/e/e2/Symbol_portal_class.svg/23px-Symbol_portal_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/e/e2/Symbol_portal_class.svg/31px-Symbol_portal_class.svg.png 2x" data-file-width="180" data-file-height="185" /></a></span> Portals <ul><li><a href="/wiki/Portal:Technology" title="Portal:Technology">Technology</a></li></ul></li> <li><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/16px-Symbol_category_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/23px-Symbol_category_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/31px-Symbol_category_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <a href="/wiki/Category:Artificial_intelligence" title="Category:Artificial intelligence">Category</a> <ul><li><a href="/wiki/Category:Artificial_neural_networks" title="Category:Artificial neural networks">Artificial neural networks</a></li> <li><a href="/wiki/Category:Machine_learning" title="Category:Machine learning">Machine learning</a></li></ul></li> <li><span class="noviewer" typeof="mw:File"><span title="List-Class article"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/d/db/Symbol_list_class.svg/16px-Symbol_list_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/d/db/Symbol_list_class.svg/23px-Symbol_list_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/d/db/Symbol_list_class.svg/31px-Symbol_list_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> List <ul><li><a href="/wiki/List_of_artificial_intelligence_companies" title="List of artificial intelligence companies">Companies</a></li> <li><a href="/wiki/List_of_artificial_intelligence_projects" title="List of artificial intelligence projects">Projects</a></li></ul></li></ul> </div></td></tr></tbody></table></div> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236075235"></div><div role="navigation" class="navbox" aria-labelledby="Generative_AI409" style="padding:3px"><table class="nowraplinks hlist mw-collapsible autocollapse navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1239400231"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Generative_AI" title="Template:Generative AI"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Generative_AI" title="Template talk:Generative AI"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Generative_AI" title="Special:EditPage/Template:Generative AI"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Generative_AI409" style="font-size:114%;margin:0 4em"><a href="/wiki/Generative_artificial_intelligence" title="Generative artificial intelligence">Generative AI</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">Concepts</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Autoencoder" title="Autoencoder">Autoencoder</a></li> <li><a href="/wiki/Deep_learning" title="Deep learning">Deep learning</a></li> <li><a href="/wiki/Generative_adversarial_network" title="Generative adversarial network">Generative adversarial network</a></li> <li><a href="/wiki/Generative_pre-trained_transformer" title="Generative pre-trained transformer">Generative pre-trained transformer</a></li> <li><a href="/wiki/Large_language_model" title="Large language model">Large language model</a></li> <li><a href="/wiki/Neural_network_(machine_learning)" title="Neural network (machine learning)">Neural network</a></li> <li><a href="/wiki/Prompt_engineering" title="Prompt engineering">Prompt engineering</a></li> <li><a href="/wiki/Retrieval-augmented_generation" title="Retrieval-augmented generation">Retrieval-augmented generation</a></li> <li><a href="/wiki/Reinforcement_learning_from_human_feedback" title="Reinforcement learning from human feedback">Reinforcement learning from human feedback</a></li> <li><a href="/wiki/Self-supervised_learning" title="Self-supervised learning">Self-supervised learning</a></li> <li><a href="/wiki/Transformer_(deep_learning_architecture)" title="Transformer (deep learning architecture)">Transformer</a></li> <li><a href="/wiki/Variational_autoencoder" title="Variational autoencoder">Variational autoencoder</a></li> <li><a href="/wiki/Vision_transformer" title="Vision transformer">Vision transformer</a></li> <li><a href="/wiki/Word_embedding" title="Word embedding">Word embedding</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Models</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Text</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Claude_(language_model)" title="Claude (language model)">Claude</a></li> <li><a href="/wiki/DBRX" title="DBRX">DBRX</a></li> <li><a href="/wiki/Gemini_(chatbot)" title="Gemini (chatbot)">Gemini</a></li> <li><a href="/wiki/Generative_pre-trained_transformer" title="Generative pre-trained transformer">GPT</a> <ul><li><a href="/wiki/GPT-1" title="GPT-1">1</a></li> <li><a href="/wiki/GPT-2" title="GPT-2">2</a></li> <li><a href="/wiki/GPT-3" title="GPT-3">3</a></li> <li><a href="/wiki/GPT-J" title="GPT-J">J</a></li> <li><a href="/wiki/ChatGPT" title="ChatGPT">ChatGPT</a></li> <li><a href="/wiki/GPT-4" title="GPT-4">4</a></li> <li><a href="/wiki/GPT-4o" title="GPT-4o">4o</a></li> <li><a href="/wiki/OpenAI_o1" title="OpenAI o1">o1</a></li> <li><a href="/wiki/OpenAI_o3" title="OpenAI o3">o3</a></li></ul></li> <li><a href="/wiki/Grok_(chatbot)" title="Grok (chatbot)">Grok</a></li> <li><a href="/wiki/IBM_Granite" title="IBM Granite">Granite</a></li> <li><a href="/wiki/Llama_(language_model)" title="Llama (language model)">Llama</a></li> <li><a href="/wiki/Mistral_AI#Mistral_Large" title="Mistral AI">Mistral Large</a></li> <li><a href="/wiki/Huawei_PanGu" title="Huawei PanGu">PanGu-Σ</a></li> <li><a href="/wiki/Qwen" title="Qwen">Qwen</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Text-to-image_model" title="Text-to-image model">Image</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Aurora_(text-to-image_model)" class="mw-redirect" title="Aurora (text-to-image model)">Aurora</a></li> <li><a href="/wiki/DALL-E" title="DALL-E">DALL-E</a></li> <li><a href="/wiki/Adobe_Firefly" title="Adobe Firefly">Firefly</a></li> <li><a href="/wiki/Flux_(text-to-image_model)" title="Flux (text-to-image model)">Flux</a></li> <li><a href="/wiki/Ideogram_(text-to-image_model)" title="Ideogram (text-to-image model)">Ideogram</a></li> <li><a href="/wiki/Midjourney" title="Midjourney">Midjourney</a></li> <li><a href="/wiki/Stable_Diffusion" title="Stable Diffusion">Stable Diffusion</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Text-to-video_model" title="Text-to-video model">Video</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Dream_Machine_(text-to-video_model)" title="Dream Machine (text-to-video model)">Dream Machine</a></li> <li><a href="/wiki/Runway_(company)#Gen-3_Alpha" title="Runway (company)">Gen-3 Alpha</a></li> <li><a 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title="Moonshot AI">Moonshot AI</a></li> <li><a href="/wiki/OpenAI" title="OpenAI">OpenAI</a></li> <li><a href="/wiki/Runway_(company)" title="Runway (company)">Runway</a></li> <li><a href="/wiki/Stability_AI" title="Stability AI">Stability AI</a></li> <li><a href="/wiki/Synthesia_(company)" title="Synthesia (company)">Synthesia</a></li> <li><a href="/wiki/XAI_(company)" title="XAI (company)">xAI</a></li> <li><a href="/wiki/Zhipu_AI" title="Zhipu AI">Zhipu AI</a></li></ul> </div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div> <ul><li><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/16px-Symbol_category_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/23px-Symbol_category_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/31px-Symbol_category_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <b><a href="/wiki/Category:Generative_artificial_intelligence" title="Category:Generative artificial intelligence">Category</a></b></li> <li><span class="noviewer" typeof="mw:File"><span title="Commons page"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/12px-Commons-logo.svg.png" decoding="async" width="12" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/18px-Commons-logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/24px-Commons-logo.svg.png 2x" data-file-width="1024" data-file-height="1376" /></span></span> <b><a href="https://commons.wikimedia.org/wiki/Category:Generative_artificial_intelligence" class="extiw" title="commons:Category:Generative artificial 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template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Existential_risk_from_artificial_intelligence" title="Template talk:Existential risk from artificial intelligence"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Existential_risk_from_artificial_intelligence" title="Special:EditPage/Template:Existential risk from artificial intelligence"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Existential_risk_from_artificial_intelligence285" style="font-size:114%;margin:0 4em"><a href="/wiki/Existential_risk_from_artificial_intelligence" title="Existential risk from artificial intelligence">Existential risk</a> from <a href="/wiki/Artificial_intelligence" title="Artificial intelligence">artificial intelligence</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">Concepts</th><td class="navbox-list-with-group navbox-list navbox-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Artificial_general_intelligence" title="Artificial general intelligence">AGI</a></li> <li><a href="/wiki/AI_alignment" title="AI alignment">AI alignment</a></li> <li><a href="/wiki/AI_capability_control" title="AI capability control">AI capability control</a></li> <li><a href="/wiki/AI_safety" title="AI safety">AI safety</a></li> <li><a href="/wiki/AI_takeover" title="AI takeover">AI takeover</a></li> <li><a href="/wiki/Consequentialism" title="Consequentialism">Consequentialism</a></li> <li><a href="/wiki/Effective_accelerationism" title="Effective accelerationism">Effective accelerationism</a></li> <li><a href="/wiki/Ethics_of_artificial_intelligence" title="Ethics of artificial intelligence">Ethics of artificial intelligence</a></li> <li><a href="/wiki/Existential_risk_from_artificial_intelligence" title="Existential risk from artificial intelligence">Existential risk from artificial intelligence</a></li> <li><a href="/wiki/Friendly_artificial_intelligence" title="Friendly artificial intelligence">Friendly artificial intelligence</a></li> <li><a href="/wiki/Instrumental_convergence" title="Instrumental convergence">Instrumental convergence</a></li> <li><a href="/wiki/Intelligence_explosion" class="mw-redirect" title="Intelligence explosion">Intelligence explosion</a></li> <li><a href="/wiki/Longtermism" title="Longtermism">Longtermism</a></li> <li><a href="/wiki/Machine_ethics" title="Machine ethics">Machine ethics</a></li> <li><a href="/wiki/Risk_of_astronomical_suffering" title="Risk of astronomical suffering">Suffering risks</a></li> <li><a href="/wiki/Superintelligence" title="Superintelligence">Superintelligence</a></li> <li><a href="/wiki/Technological_singularity" title="Technological singularity">Technological singularity</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Organizations</th><td class="navbox-list-with-group navbox-list navbox-even hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Alignment_Research_Center" title="Alignment Research Center">Alignment Research Center</a></li> <li><a href="/wiki/Center_for_AI_Safety" title="Center for AI Safety">Center for AI Safety</a></li> <li><a href="/wiki/Center_for_Applied_Rationality" title="Center for Applied Rationality">Center for Applied Rationality</a></li> <li><a href="/wiki/Center_for_Human-Compatible_Artificial_Intelligence" title="Center for Human-Compatible Artificial Intelligence">Center for Human-Compatible Artificial Intelligence</a></li> <li><a href="/wiki/Centre_for_the_Study_of_Existential_Risk" title="Centre for the Study of Existential Risk">Centre for the Study of Existential Risk</a></li> <li><a href="/wiki/EleutherAI" title="EleutherAI">EleutherAI</a></li> <li><a href="/wiki/Future_of_Humanity_Institute" title="Future of Humanity Institute">Future of Humanity Institute</a></li> <li><a href="/wiki/Future_of_Life_Institute" title="Future of Life Institute">Future of Life Institute</a></li> <li><a class="mw-selflink selflink">Google DeepMind</a></li> <li><a href="/wiki/Humanity%2B" title="Humanity+">Humanity+</a></li> <li><a href="/wiki/Institute_for_Ethics_and_Emerging_Technologies" title="Institute for Ethics and Emerging Technologies">Institute for Ethics and Emerging Technologies</a></li> <li><a href="/wiki/Leverhulme_Centre_for_the_Future_of_Intelligence" title="Leverhulme Centre for the Future of Intelligence">Leverhulme Centre for the Future of Intelligence</a></li> <li><a href="/wiki/Machine_Intelligence_Research_Institute" title="Machine Intelligence Research Institute">Machine Intelligence Research Institute</a></li> <li><a href="/wiki/OpenAI" title="OpenAI">OpenAI</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">People</th><td class="navbox-list-with-group navbox-list navbox-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Slate_Star_Codex" title="Slate Star Codex">Scott Alexander</a></li> <li><a href="/wiki/Sam_Altman" title="Sam Altman">Sam Altman</a></li> <li><a href="/wiki/Yoshua_Bengio" title="Yoshua Bengio">Yoshua Bengio</a></li> <li><a href="/wiki/Nick_Bostrom" title="Nick Bostrom">Nick Bostrom</a></li> <li><a href="/wiki/Paul_Christiano_(researcher)" title="Paul Christiano (researcher)">Paul Christiano</a></li> <li><a href="/wiki/K._Eric_Drexler" title="K. Eric Drexler">Eric Drexler</a></li> <li><a href="/wiki/Sam_Harris" title="Sam Harris">Sam Harris</a></li> <li><a href="/wiki/Stephen_Hawking" title="Stephen Hawking">Stephen Hawking</a></li> <li><a href="/wiki/Dan_Hendrycks" title="Dan Hendrycks">Dan Hendrycks</a></li> <li><a href="/wiki/Geoffrey_Hinton" title="Geoffrey Hinton">Geoffrey Hinton</a></li> <li><a href="/wiki/Bill_Joy" title="Bill Joy">Bill Joy</a></li> <li><a href="/wiki/Shane_Legg" title="Shane Legg">Shane Legg</a></li> <li><a href="/wiki/Elon_Musk" title="Elon Musk">Elon Musk</a></li> <li><a href="/wiki/Steve_Omohundro" title="Steve Omohundro">Steve Omohundro</a></li> <li><a href="/wiki/Huw_Price" title="Huw Price">Huw Price</a></li> <li><a href="/wiki/Martin_Rees" title="Martin Rees">Martin Rees</a></li> <li><a href="/wiki/Stuart_J._Russell" title="Stuart J. Russell">Stuart J. Russell</a></li> <li><a href="/wiki/Jaan_Tallinn" title="Jaan Tallinn">Jaan Tallinn</a></li> <li><a href="/wiki/Max_Tegmark" title="Max Tegmark">Max Tegmark</a></li> <li><a href="/wiki/Frank_Wilczek" title="Frank Wilczek">Frank Wilczek</a></li> <li><a href="/wiki/Roman_Yampolskiy" title="Roman Yampolskiy">Roman Yampolskiy</a></li> <li><a href="/wiki/Eliezer_Yudkowsky" title="Eliezer Yudkowsky">Eliezer Yudkowsky</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-even hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Statement_on_AI_risk_of_extinction" title="Statement on AI risk of extinction">Statement on AI risk of extinction</a></li> <li><i><a href="/wiki/Human_Compatible" title="Human Compatible">Human Compatible</a></i></li> <li><a href="/wiki/Open_letter_on_artificial_intelligence_(2015)" title="Open letter on artificial intelligence (2015)">Open letter on artificial intelligence (2015)</a></li> <li><i><a href="/wiki/Our_Final_Invention" title="Our Final Invention">Our Final Invention</a></i></li> <li><i><a href="/wiki/The_Precipice:_Existential_Risk_and_the_Future_of_Humanity" title="The Precipice: Existential Risk and the Future of Humanity">The Precipice</a></i></li> <li><i><a href="/wiki/Superintelligence:_Paths,_Dangers,_Strategies" title="Superintelligence: Paths, Dangers, Strategies">Superintelligence: Paths, Dangers, Strategies</a></i></li> <li><i><a href="/wiki/Do_You_Trust_This_Computer%3F" title="Do You Trust This Computer?">Do You Trust This Computer?</a></i></li> <li><a href="/wiki/Artificial_Intelligence_Act" title="Artificial Intelligence Act">Artificial Intelligence Act</a></li></ul> </div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" 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