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<span>Current research</span> </div> </a> <button aria-controls="toc-Current_research-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 Current research subsection</span> </button> <ul id="toc-Current_research-sublist" class="vector-toc-list"> <li id="toc-Natural_language_processing_and_conversational_AI" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Natural_language_processing_and_conversational_AI"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.1</span> <span>Natural language processing and conversational AI</span> </div> </a> <ul id="toc-Natural_language_processing_and_conversational_AI-sublist" class="vector-toc-list"> <li id="toc-LLaMA" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#LLaMA"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.1.1</span> <span>LLaMA</span> </div> </a> <ul id="toc-LLaMA-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Hardware" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Hardware"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.2</span> <span>Hardware</span> </div> </a> <ul id="toc-Hardware-sublist" class="vector-toc-list"> <li id="toc-MTIA_v1" class="vector-toc-list-item vector-toc-level-3"> <a class="vector-toc-link" href="#MTIA_v1"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.2.1</span> <span>MTIA v1</span> </div> </a> <ul id="toc-MTIA_v1-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Mathematical_theorem_proving" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Mathematical_theorem_proving"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3</span> <span>Mathematical theorem proving</span> </div> </a> <ul id="toc-Mathematical_theorem_proving-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Uses" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Uses"> <div class="vector-toc-text"> <span class="vector-toc-numb">3</span> <span>Uses</span> </div> </a> <ul id="toc-Uses-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Available_countries" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Available_countries"> <div class="vector-toc-text"> <span class="vector-toc-numb">4</span> <span>Available countries</span> </div> </a> <ul id="toc-Available_countries-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-See_also" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#See_also"> <div class="vector-toc-text"> <span class="vector-toc-numb">5</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 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#References"> <div class="vector-toc-text"> <span class="vector-toc-numb">6</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 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#External_links"> <div class="vector-toc-text"> <span class="vector-toc-numb">7</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" 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class="mw-page-title-main">Meta AI</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. 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href="https://bn.wikipedia.org/wiki/%E0%A6%AE%E0%A7%87%E0%A6%9F%E0%A6%BE_%E0%A6%8F%E0%A6%86%E0%A6%87" title="মেটা এআই – Bangla" lang="bn" hreflang="bn" data-title="মেটা এআই" data-language-autonym="বাংলা" data-language-local-name="Bangla" class="interlanguage-link-target"><span>বাংলা</span></a></li><li class="interlanguage-link interwiki-bcl mw-list-item"><a href="https://bcl.wikipedia.org/wiki/Meta_AI" title="Meta AI – Central Bikol" lang="bcl" hreflang="bcl" data-title="Meta AI" data-language-autonym="Bikol Central" data-language-local-name="Central Bikol" class="interlanguage-link-target"><span>Bikol Central</span></a></li><li class="interlanguage-link interwiki-ca mw-list-item"><a href="https://ca.wikipedia.org/wiki/Meta_AI" title="Meta AI – Catalan" lang="ca" hreflang="ca" data-title="Meta AI" 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/Meta_AI" title="Meta AI – German" lang="de" hreflang="de" data-title="Meta AI" data-language-autonym="Deutsch" data-language-local-name="German" class="interlanguage-link-target"><span>Deutsch</span></a></li><li class="interlanguage-link interwiki-es mw-list-item"><a href="https://es.wikipedia.org/wiki/Meta_AI" title="Meta AI – Spanish" lang="es" hreflang="es" data-title="Meta AI" data-language-autonym="Español" data-language-local-name="Spanish" class="interlanguage-link-target"><span>Español</span></a></li><li class="interlanguage-link interwiki-fa mw-list-item"><a href="https://fa.wikipedia.org/wiki/%D9%85%D8%AA%D8%A7_%D8%A7%DB%8C%E2%80%8C%D8%A2%DB%8C" title="متا ای‌آی – Persian" lang="fa" hreflang="fa" data-title="متا ای‌آی" 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 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.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%;">Meta AI</caption><tbody><tr><td colspan="2" class="infobox-image ib-company-logo logo"><span typeof="mw:File"><a href="/wiki/File:Meta_Platforms_Inc._logo_(cropped).svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/0/05/Meta_Platforms_Inc._logo_%28cropped%29.svg/160px-Meta_Platforms_Inc._logo_%28cropped%29.svg.png" decoding="async" width="160" height="106" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/0/05/Meta_Platforms_Inc._logo_%28cropped%29.svg/240px-Meta_Platforms_Inc._logo_%28cropped%29.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/05/Meta_Platforms_Inc._logo_%28cropped%29.svg/320px-Meta_Platforms_Inc._logo_%28cropped%29.svg.png 2x" data-file-width="288" data-file-height="191" /></a></span></td></tr><tr><th scope="row" class="infobox-label">Company type</th><td class="infobox-data category"><a href="/wiki/Division_(business)" title="Division (business)">Division</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">December 11, 2015<span class="noprint">; 9 years ago</span><span style="display:none"> (<span class="bday dtstart published updated">2015-12-11</span>)</span></td></tr><tr><th scope="row" class="infobox-label">Founders</th><td class="infobox-data agent"><style 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li:last-child::after{content:")";font-weight:normal}.mw-parser-output .hlist ol{counter-reset:listitem}.mw-parser-output .hlist ol>li{counter-increment:listitem}.mw-parser-output .hlist ol>li::before{content:" "counter(listitem)"\a0 "}.mw-parser-output .hlist dd ol>li:first-child::before,.mw-parser-output .hlist dt ol>li:first-child::before,.mw-parser-output .hlist li ol>li:first-child::before{content:" ("counter(listitem)"\a0 "}</style><div class="hlist"><ul><li><a href="/wiki/Yann_LeCun" title="Yann LeCun">Yann LeCun</a></li><li><a href="/wiki/Mark_Zuckerberg" title="Mark Zuckerberg">Mark Zuckerberg</a></li><li><a href="/wiki/Rob_Fergus" title="Rob Fergus">Rob Fergus</a></li></ul></div></td></tr><tr><th scope="row" class="infobox-label">Headquarters</th><td class="infobox-data label"><a href="/wiki/Astor_Place" title="Astor Place">Astor Place</a>, <a href="/wiki/New_York_City" title="New York City">New York City</a>, <a href="/wiki/New_York_(state)" title="New York (state)">New York</a>, U.S.</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"><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><a href="/wiki/Jo%C3%ABlle_Pineau" title="Joëlle Pineau">Joëlle Pineau</a> (managing director)</li> <li>Yann LeCun (chief scientist)</li></ul> </div></td></tr><tr><th scope="row" class="infobox-label">Products</th><td class="infobox-data"><a href="/wiki/Llama_(language_model)" title="Llama (language model)">LLaMA</a></td></tr><tr><th scope="row" class="infobox-label">Owner</th><td class="infobox-data"><a href="/wiki/Meta_Platforms" title="Meta Platforms">Meta Platforms</a></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://ai.meta.com/">ai<wbr />.meta<wbr />.com</a></span></td></tr></tbody></table> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374" /><style data-mw-deduplicate="TemplateStyles:r1246091330">.mw-parser-output .sidebar{width:22em;float:right;clear:right;margin:0.5em 0 1em 1em;background:var(--background-color-neutral-subtle,#f8f9fa);border:1px solid var(--border-color-base,#a2a9b1);padding:0.2em;text-align:center;line-height:1.4em;font-size:88%;border-collapse:collapse;display:table}body.skin-minerva .mw-parser-output .sidebar{display:table!important;float:right!important;margin:0.5em 0 1em 1em!important}.mw-parser-output .sidebar-subgroup{width:100%;margin:0;border-spacing:0}.mw-parser-output .sidebar-left{float:left;clear:left;margin:0.5em 1em 1em 0}.mw-parser-output .sidebar-none{float:none;clear:both;margin:0.5em 1em 1em 0}.mw-parser-output .sidebar-outer-title{padding:0 0.4em 0.2em;font-size:125%;line-height:1.2em;font-weight:bold}.mw-parser-output .sidebar-top-image{padding:0.4em}.mw-parser-output .sidebar-top-caption,.mw-parser-output .sidebar-pretitle-with-top-image,.mw-parser-output .sidebar-caption{padding:0.2em 0.4em 0;line-height:1.2em}.mw-parser-output .sidebar-pretitle{padding:0.4em 0.4em 0;line-height:1.2em}.mw-parser-output .sidebar-title,.mw-parser-output .sidebar-title-with-pretitle{padding:0.2em 0.8em;font-size:145%;line-height:1.2em}.mw-parser-output .sidebar-title-with-pretitle{padding:0.1em 0.4em}.mw-parser-output .sidebar-image{padding:0.2em 0.4em 0.4em}.mw-parser-output .sidebar-heading{padding:0.1em 0.4em}.mw-parser-output .sidebar-content{padding:0 0.5em 0.4em}.mw-parser-output .sidebar-content-with-subgroup{padding:0.1em 0.4em 0.2em}.mw-parser-output .sidebar-above,.mw-parser-output .sidebar-below{padding:0.3em 0.8em;font-weight:bold}.mw-parser-output .sidebar-collapse .sidebar-above,.mw-parser-output .sidebar-collapse .sidebar-below{border-top:1px solid #aaa;border-bottom:1px solid #aaa}.mw-parser-output .sidebar-navbar{text-align:right;font-size:115%;padding:0 0.4em 0.4em}.mw-parser-output .sidebar-list-title{padding:0 0.4em;text-align:left;font-weight:bold;line-height:1.6em;font-size:105%}.mw-parser-output .sidebar-list-title-c{padding:0 0.4em;text-align:center;margin:0 3.3em}@media(max-width:640px){body.mediawiki .mw-parser-output .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 vcard hlist"><tbody><tr><td class="sidebar-pretitle">This article is part of a series about</td></tr><tr><th class="sidebar-title-with-pretitle"><a href="/wiki/Meta_Platforms" title="Meta Platforms">Meta Platforms</a></th></tr><tr><td class="sidebar-image"><span typeof="mw:File"><span><img src="//upload.wikimedia.org/wikipedia/commons/thumb/0/05/Meta_Platforms_Inc._logo_%28cropped%29.svg/75px-Meta_Platforms_Inc._logo_%28cropped%29.svg.png" decoding="async" width="75" height="50" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/0/05/Meta_Platforms_Inc._logo_%28cropped%29.svg/113px-Meta_Platforms_Inc._logo_%28cropped%29.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/05/Meta_Platforms_Inc._logo_%28cropped%29.svg/150px-Meta_Platforms_Inc._logo_%28cropped%29.svg.png 2x" data-file-width="288" data-file-height="191" /></span></span></td></tr><tr><td class="sidebar-above"> <ul><li><a href="/wiki/History_of_Facebook" title="History of Facebook">History</a> <ul><li><a href="/wiki/Timeline_of_Instagram" title="Timeline of Instagram">Instagram</a></li> <li><a href="/wiki/Timeline_of_WhatsApp" title="Timeline of WhatsApp">WhatsApp</a></li></ul></li> <li><a href="/wiki/List_of_mergers_and_acquisitions_by_Meta_Platforms" title="List of mergers and acquisitions by Meta Platforms">Acquisitions</a></li></ul></td></tr><tr><th class="sidebar-heading"> Products and services</th></tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="color: var(--color-base)"><a href="/wiki/Facebook" title="Facebook">Facebook</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/2021_Facebook_outage" title="2021 Facebook outage">2021 outage</a></li> <li><a href="/wiki/List_of_Facebook_features" title="List of Facebook features">Features</a> <ul><li><a href="/wiki/Facebook_Dating" title="Facebook Dating">Dating</a></li> <li><a href="/wiki/Feed_(Facebook)" title="Feed (Facebook)">Feed</a></li> <li><a href="/wiki/Facebook_like_button" title="Facebook like button">Like button</a></li></ul></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="color: var(--color-base)">Other products</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Instagram" title="Instagram">Instagram</a> <ul><li><a href="/wiki/Threads_(social_network)" title="Threads (social network)">Threads</a></li></ul></li> <li><a href="/wiki/Messenger_(software)" title="Messenger (software)">Messenger</a> <ul><li><a href="/wiki/Messenger_Kids" title="Messenger Kids">Kids</a></li></ul></li> <li><a class="mw-selflink selflink">Meta AI</a></li> <li><a href="/wiki/Meta_Portal" title="Meta Portal">Meta Portal</a></li> <li><a href="/wiki/Oculus_Quest" title="Oculus Quest">Quest</a> <ul><li><a href="/wiki/Quest_2" title="Quest 2">Quest 2</a></li> <li><a href="/wiki/Meta_Quest_3" title="Meta Quest 3">Quest 3</a></li> <li><a href="/wiki/Meta_Quest_3S" title="Meta Quest 3S">Quest 3S</a></li> <li><a href="/wiki/Quest_Pro" class="mw-redirect" title="Quest Pro">Quest Pro</a></li> <li><a href="/wiki/Within_(company)" title="Within (company)">Supernatural</a></li></ul></li> <li><a href="/wiki/Ray-Ban_Stories" class="mw-redirect" title="Ray-Ban Stories">Ray-Ban Stories</a></li> <li><a href="/wiki/WhatsApp" title="WhatsApp">WhatsApp</a></li></ul></div></div></td> </tr><tr><th class="sidebar-heading"> People</th></tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="color: var(--color-base)">Executives and board members</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Mark_Zuckerberg" title="Mark Zuckerberg">Mark Zuckerberg</a></li> <li><a href="/wiki/Sheryl_Sandberg" title="Sheryl Sandberg">Sheryl Sandberg</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="color: var(--color-base)">Notable employees</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Adam_Mosseri" title="Adam Mosseri">Adam Mosseri</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="color: var(--color-base)">Related organizations</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Oversight_Board_(Meta)" title="Oversight Board (Meta)">Oversight Board</a></li></ul></div></div></td> </tr><tr><th class="sidebar-heading"> Business</th></tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="color: var(--color-base)"><a href="/wiki/Criticism_of_Facebook" title="Criticism of Facebook">Criticism</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Privacy_concerns_with_Facebook" title="Privacy concerns with Facebook">Privacy concerns</a></li> <li><a href="/wiki/Facebook_content_management_controversies" title="Facebook content management controversies">Content management</a> <ul><li><a href="/wiki/Censorship_of_Facebook" title="Censorship of Facebook">Censorship of</a></li> <li><a href="/wiki/Censorship_by_Facebook" title="Censorship by Facebook">Censorship by</a></li></ul></li> <li><a href="/wiki/Facebook%E2%80%93Cambridge_Analytica_data_scandal" title="Facebook–Cambridge Analytica data scandal">Cambridge Analytica data scandal</a></li> <li><a href="/wiki/2020_Facebook_ad_boycotts" title="2020 Facebook ad boycotts">2020 ad boycotts</a></li> <li><a href="/wiki/2021_Facebook_leak" title="2021 Facebook leak">2021 company files leak</a></li> <li><a href="/wiki/Reception_and_criticism_of_WhatsApp_security_and_privacy_features" title="Reception and criticism of WhatsApp security and privacy features">WhatsApp security and privacy features</a></li> <li><a href="/wiki/WhatsApp_snooping_scandal" title="WhatsApp snooping scandal">WhatsApp snooping scandal</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="color: var(--color-base)"><a href="/wiki/Lawsuits_involving_Meta_Platforms" title="Lawsuits involving Meta Platforms">Litigation</a></div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><i><a href="/wiki/Young_v._Facebook,_Inc." title="Young v. Facebook, Inc.">Young v. Facebook, Inc.</a></i> (2011)</li> <li><i><a href="/wiki/Fraley_v._Facebook,_Inc." title="Fraley v. Facebook, Inc.">Fraley v. Facebook, Inc.</a></i> (2016)</li> <li><i><a href="/wiki/Force_v._Facebook,_Inc." title="Force v. Facebook, Inc.">Force v. Facebook, Inc.</a></i> (2019)</li> <li><i><a href="/wiki/Federal_Trade_Commission_v._Meta_Platforms,_Inc." title="Federal Trade Commission v. Meta Platforms, Inc.">FTC v. Meta Platforms</a></i> (ongoing)</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="color: var(--color-base)">Related</div><div class="sidebar-list-content mw-collapsible-content"> <ul><li><a href="/wiki/Initial_public_offering_of_Facebook" title="Initial public offering of Facebook">Facebook, Inc. IPO</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:Meta_sidebar" title="Template:Meta sidebar"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Meta_sidebar" title="Template talk:Meta sidebar"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Meta_sidebar" title="Special:EditPage/Template:Meta sidebar"><abbr title="Edit this template">e</abbr></a></li></ul></div></td></tr></tbody></table> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374" /><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1246091330" /><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/120px-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/250px-Dall-e_3_%28jan_%2724%29_artificial_intelligence_icon.png 1.5x" 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" /><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" 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>Meta AI</b> (formerly <b>Facebook Artificial Intelligence Research</b> (FAIR)) is a research division of <a href="/wiki/Meta_Platforms" title="Meta Platforms">Meta Platforms</a> (formerly <a href="/wiki/Facebook" title="Facebook">Facebook</a>) that develops <a href="/wiki/Artificial_intelligence" title="Artificial intelligence">artificial intelligence</a> and <a href="/wiki/Augmented_reality" title="Augmented reality">augmented</a> and artificial reality technologies. Meta AI deems itself an academic research laboratory, focused on generating knowledge for the AI community, and should not be confused with Meta's Applied Machine Learning (AML) team, which focuses on the practical applications of its products. </p> <meta property="mw:PageProp/toc" /> <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=Meta_AI&action=edit&section=1" title="Edit section: History"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The laboratory was founded as Facebook Artificial Intelligence Research (FAIR) with locations at the headquarters in <a href="/wiki/Menlo_Park,_California" title="Menlo Park, California">Menlo Park, California</a>, <a href="/wiki/London" title="London">London</a>, United Kingdom, and a new laboratory in <a href="/wiki/Manhattan" title="Manhattan">Manhattan</a>. FAIR was officially announced in September 2013.<sup id="cite_ref-1" class="reference"><a href="#cite_note-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> FAIR was first directed by <a href="/wiki/New_York_University" title="New York University">New York University</a>'s <a href="/wiki/Yann_LeCun" title="Yann LeCun">Yann LeCun</a>, a <a href="/wiki/Deep_learning" title="Deep learning">deep learning</a> professor and <a href="/wiki/Turing_Award" title="Turing Award">Turing Award</a> winner.<sup id="cite_ref-2" class="reference"><a href="#cite_note-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> Working with NYU's Center for Data Science, FAIR's initial goal was to research data science, machine learning, and artificial intelligence and to "understand intelligence, to discover its fundamental principles, and to make machines significantly more intelligent".<sup id="cite_ref-:1_3-0" class="reference"><a href="#cite_note-:1-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> Research at FAIR pioneered the technology that led to face recognition, tagging in photographs, and personalized feed recommendation.<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> <a href="/wiki/Vladimir_Vapnik" title="Vladimir Vapnik">Vladimir Vapnik</a>, a pioneer in statistical learning, joined FAIR<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> in 2014. Vapnik is the co-inventor of the <a href="/wiki/Support-vector_machine" class="mw-redirect" title="Support-vector machine">support-vector machine</a> and one of the developers of the <a href="/wiki/Vapnik%E2%80%93Chervonenkis_theory" title="Vapnik–Chervonenkis theory">Vapnik–Chervonenkis theory</a>. </p><p>FAIR opened a research center in <a href="/wiki/Paris" title="Paris">Paris</a>, <a href="/wiki/France" title="France">France</a> in 2015,<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> and subsequently launched smaller satellite research labs in <a href="/wiki/Seattle" title="Seattle">Seattle</a>, <a href="/wiki/Pittsburgh" title="Pittsburgh">Pittsburgh</a>, <a href="/wiki/Tel_Aviv" title="Tel Aviv">Tel Aviv</a>, <a href="/wiki/Montreal" title="Montreal">Montreal</a> and London.<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> In 2016, FAIR partnered with <a href="/wiki/Google" title="Google">Google</a>, <a href="/wiki/Amazon_(company)" title="Amazon (company)">Amazon</a>, <a href="/wiki/IBM" title="IBM">IBM</a>, and <a href="/wiki/Microsoft" title="Microsoft">Microsoft</a> in creating the Partnership on Artificial Intelligence to Benefit People and Society, an organization with a focus on open licensed research, supporting ethical and efficient research practices, and discussing fairness, <a href="/wiki/Inclusivity" class="mw-redirect" title="Inclusivity">inclusivity</a>, and transparency. </p><p>In 2018, Jérôme Pesenti, former <a href="/wiki/Chief_technology_officer" title="Chief technology officer">CTO</a> of <a href="/wiki/IBM" title="IBM">IBM's</a> <a href="/wiki/Big_data" title="Big data">big data</a> group, assumed the role of president of FAIR, while LeCun stepped down to serve as chief AI scientist.<sup id="cite_ref-8" class="reference"><a href="#cite_note-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> In 2018, FAIR was placed 25th in the AI Research Rankings 2019, which ranked the top global organizations leading AI research.<sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> FAIR quickly rose to eighth position in 2019,<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 maintained eighth position in the 2020 rank.<sup id="cite_ref-11" class="reference"><a href="#cite_note-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> FAIR had approximately 200 staff in 2018, and had the goal to double that number by 2020.<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> </p><p>FAIR's initial work included research in learning-model enabled memory networks, <a href="/wiki/Self-supervised_learning" title="Self-supervised learning">self-supervised learning</a> and <a href="/wiki/Generative_adversarial_network" title="Generative adversarial network">generative adversarial networks</a>, <a href="/wiki/Text_Classification" class="mw-redirect" title="Text Classification">text classification</a> and translation, as well as <a href="/wiki/Computer_vision" title="Computer vision">computer vision</a>.<sup id="cite_ref-:1_3-1" class="reference"><a href="#cite_note-:1-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> FAIR released Torch deep-learning modules as well as <a href="/wiki/PyTorch" title="PyTorch">PyTorch</a> in 2017, an <a href="/wiki/Open_source" title="Open source">open-source</a> machine learning framework,<sup id="cite_ref-:1_3-2" class="reference"><a href="#cite_note-:1-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> which was subsequently used in several deep learning technologies, such as <a href="/wiki/Tesla,_Inc." title="Tesla, Inc.">Tesla</a>'s autopilot <sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup> and <a href="/wiki/Uber" title="Uber">Uber</a>'s Pyro.<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> Also in 2017, FAIR discontinued a research project once AI bots developed a language that was unintelligible to humans,<sup id="cite_ref-:2_15-0" class="reference"><a href="#cite_note-:2-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> inciting conversations about dystopian fear of artificial intelligence going out of control.<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> However, FAIR clarified that the research had been shut down because they had accomplished their initial goal to understand how languages are generated, rather than out of fear.<sup id="cite_ref-:2_15-1" class="reference"><a href="#cite_note-:2-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> </p><p>FAIR was renamed Meta AI following the rebranding that changed Facebook, Inc. to Meta Platforms Inc.<sup id="cite_ref-:3_17-0" class="reference"><a href="#cite_note-:3-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> </p><p>In 2022, Meta AI predicted the 3D shape of 600 million potential <a href="/wiki/Protein" title="Protein">proteins</a> in two weeks.<sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Current_research">Current research</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=2" title="Edit section: Current research"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="Natural_language_processing_and_conversational_AI">Natural language processing and conversational AI</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=3" title="Edit section: Natural language processing and conversational AI"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Artificial intelligence communication requires a machine to <a href="/wiki/Natural_language_understanding" title="Natural language understanding">understand natural language</a> and to <a href="/wiki/Natural_language_generation" title="Natural language generation">generate language</a> that is natural. Meta AI seeks to improve these technologies to improve safe communication regardless of what language the user might speak.<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> Thus, a central task involves the generalization of natural language processing (NLP) technology to other languages. As such, Meta AI actively works on unsupervised machine translation.<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><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> Meta AI seeks to improve <a href="/wiki/Natural_language_user_interface" class="mw-redirect" title="Natural language user interface">natural-language interfaces</a> by developing aspects of chitchat dialogue such as repetition, specificity, response-relatedness and question-asking,<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> incorporating personality into image captioning,<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 generating creativity-based language.<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> </p><p><span class="anchor" id="Galactica"></span> </p><p>In November 2022, a <a href="/wiki/Large_language_model" title="Large language model">large language model</a> designed for generating scientific text, Galactica, was released.<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> Meta withdrew Galactica on 17 November due to offensiveness and inaccuracy.<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> Before the cancellation, researchers were working on Galactica Instruct, which would use <a href="/wiki/Instruction_tuning" class="mw-redirect" title="Instruction tuning">instruction tuning</a> to allow the model to follow instructions to manipulate <a href="/wiki/LaTeX" title="LaTeX">LaTeX</a> documents on <a href="/wiki/Overleaf" title="Overleaf">Overleaf</a>.<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> </p> <div class="mw-heading mw-heading4"><h4 id="LLaMA">LLaMA</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=4" title="Edit section: LLaMA"><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 article: <a href="/wiki/Llama_(language_model)" title="Llama (language model)">Llama (language model)</a></div> <p>In February 2023, Meta AI launched <a href="/wiki/Llama_(language_model)" title="Llama (language model)">LLaMA</a> (Large Language Model Meta AI), a <a href="/wiki/Large_language_model" title="Large language model">large language model</a> ranging from 7B to 65B parameters.<sup class="noprint Inline-Template Template-Fact" style="white-space:nowrap;">[<i><a href="/wiki/Wikipedia:Citation_needed" title="Wikipedia:Citation needed"><span title="This claim needs references to reliable sources. (June 2024)">citation needed</span></a></i>]</sup> </p> <div class="mw-heading mw-heading3"><h3 id="Hardware">Hardware</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=5" title="Edit section: Hardware"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Until 2022, Meta AI mainly used CPU and in-house custom chip as hardware, before finally switching to Nvidia GPU. This necessitated a complete redesign of several data centers, since they needed 24 to 32 times the networking capacity and new liquid cooling systems.<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> </p> <div class="mw-heading mw-heading4"><h4 id="MTIA_v1">MTIA v1</h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=6" title="Edit section: MTIA v1"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The MTIA v1 is Meta's first-generation AI training and inference <a href="/wiki/Hardware_acceleration" title="Hardware acceleration">accelerator</a>, developed specifically for Meta's recommendation workloads. It was fabricated using <a href="/wiki/TSMC" title="TSMC">TSMC</a>'s 7 nm process technology and operates at a frequency of 800 MHz. In terms of processing power, the accelerator provides 102.4 TOPS at INT8 precision and 51.2 TFLOPS at <a href="/wiki/Half-precision_floating-point_format" title="Half-precision floating-point format">FP16</a> precision, while maintaining a <a href="/wiki/Thermal_design_power" title="Thermal design power">thermal design power</a> (TDP) of 25 W.<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> </p><p>Meta AI offers options for users to customize their interaction with its features. Users are able to mute the AI chatbot on platforms like <a href="/wiki/Facebook" title="Facebook">Facebook</a>, <a href="/wiki/Instagram" title="Instagram">Instagram</a>, and <a href="/wiki/WhatsApp" title="WhatsApp">WhatsApp</a>,<sup id="cite_ref-30" class="reference"><a href="#cite_note-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup> temporarily halting notifications from the chatbot. Some platforms also offer the ability to hide certain AI elements from their interface. To locate the relevant settings, users can consult the platform's help documentation or settings menu. </p> <div class="mw-heading mw-heading3"><h3 id="Mathematical_theorem_proving">Mathematical theorem proving</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=7" title="Edit section: Mathematical theorem proving"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In 2022, Meta created a method for proving mathematical theorems called HyperTree Proof Search (HTPS), which successfully generated proofs of 10 <a href="/wiki/International_Mathematical_Olympiad" title="International Mathematical Olympiad">International Mathematical Olympiad</a> problems in <a href="/wiki/Lean_(proof_assistant)" title="Lean (proof assistant)">Lean</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><p>Since May 2024, the Meta AI chatbot has summarized news from various outlets without linking directly to original articles, including in Canada, where news links are banned on its platforms. This use of news content without compensation has raised ethical and legal concerns, especially as Meta continues to reduce news visibility on its platforms.<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> <div class="mw-heading mw-heading2"><h2 id="Uses">Uses</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=8" title="Edit section: Uses"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Meta AI was pre-installed on the second generation of <a href="/wiki/Ray-Ban_Meta_Smart_Glasses" class="mw-redirect" title="Ray-Ban Meta Smart Glasses">Ray-Ban Meta Smart Glasses</a> on September 27, 2023 as a voice assistant.<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> On April 23, 2024, Meta announced an update to Meta AI on the smart glasses to enable multimodal input via <a href="/wiki/Computer_vision" title="Computer vision">Computer vision</a>.<sup id="cite_ref-34" class="reference"><a href="#cite_note-34"><span class="cite-bracket">[</span>34<span class="cite-bracket">]</span></a></sup> On July 23, 2024, Meta announced that Meta AI with Vision would be incorporated into v68 of <a href="/wiki/Meta_Horizon_OS" title="Meta Horizon OS">Horizon OS</a> on the <a href="/wiki/Meta_Quest_3" title="Meta Quest 3">Meta Quest 3</a> and <a href="/wiki/Meta_Quest_Pro" title="Meta Quest Pro">Quest Pro</a> for detection of physical objects in passthrough mode, replacing the older voice assistant software in Horizon OS.<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 addition, Meta AI without Vision is supported on the <a href="/wiki/Quest_2" title="Quest 2">Quest 2</a>. </p><p>On February 27, 2024, Meta announced the launch of a standalone AI app, expanding its AI ecosystem beyond social media integration.<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> The app aims to enhance user experience with advanced AI capabilities and introduce a premium subscription model.<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> <div class="mw-heading mw-heading2"><h2 id="Available_countries">Available countries</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=9" title="Edit section: Available countries"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Meta AI in English is available in more than a dozen countries outside of the <a href="/wiki/US" class="mw-redirect" title="US">US</a>. Now, people will have access to Meta AI in <a href="/wiki/Argentina" title="Argentina">Argentina</a>, <a href="/wiki/Australia" title="Australia">Australia</a>, <a href="/wiki/Brazil" title="Brazil">Brazil</a>, <a href="/wiki/Bolivia" title="Bolivia">Bolivia</a>, <a href="/wiki/Cameroon" title="Cameroon">Cameroon</a>, <a href="/wiki/Canada" title="Canada">Canada</a>, <a href="/wiki/Chile" title="Chile">Chile</a>, <a href="/wiki/Colombia" title="Colombia">Colombia</a>, <a href="/wiki/Ecuador" title="Ecuador">Ecuador</a>, <a href="/wiki/Ghana" title="Ghana">Ghana</a>, <a href="/wiki/Guatemala" title="Guatemala">Guatemala</a>, <a href="/wiki/Indonesia" title="Indonesia">Indonesia</a>, <a href="/wiki/Jamaica" title="Jamaica">Jamaica</a>, <a href="/wiki/Malawi" title="Malawi">Malawi</a>, <a href="/wiki/Mexico" title="Mexico">Mexico</a>, <a href="/wiki/Morocco" title="Morocco">Morocco</a>, <a href="/wiki/New_Zealand" title="New Zealand">New Zealand</a>, <a href="/wiki/Nigeria" title="Nigeria">Nigeria</a>, <a href="/wiki/Pakistan" title="Pakistan">Pakistan</a>, <a href="/wiki/Paraguay" title="Paraguay">Paraguay</a>, <a href="/wiki/Peru" title="Peru">Peru</a>, <a href="/wiki/Philippines" title="Philippines">Philippines</a>, <a href="/wiki/Singapore" title="Singapore">Singapore</a>, <a href="/wiki/South_Africa" title="South Africa">South Africa</a>, <a href="/wiki/United_Kingdom" title="United Kingdom">United Kingdom</a>, <a href="/wiki/Uganda" title="Uganda">Uganda</a>, <a href="/wiki/Zambia" title="Zambia">Zambia</a>, and <a href="/wiki/Zimbabwe" title="Zimbabwe">Zimbabwe</a>.<sup id="cite_ref-38" class="reference"><a href="#cite_note-38"><span class="cite-bracket">[</span>38<span class="cite-bracket">]</span></a></sup><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> <a href="/wiki/India" title="India">India</a> is among the nations with the highest usage of Meta AI on WhatsApp and Instagram.<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> </p><p><b>Coming Soon</b>: <a href="/wiki/Algeria" title="Algeria">Algeria</a>, <a href="/wiki/Egypt" title="Egypt">Egypt</a>, <a href="/wiki/Iraq" title="Iraq">Iraq</a>, <a href="/wiki/Jordan" title="Jordan">Jordan</a>, <a href="/wiki/Libya" title="Libya">Libya</a>, <a href="/wiki/Malaysia" title="Malaysia">Malaysia</a>, <a href="/wiki/Saudi_Arabia" title="Saudi Arabia">Saudi Arabia</a>, <a href="/wiki/Sudan" title="Sudan">Sudan</a>, <a href="/wiki/Thailand" title="Thailand">Thailand</a>, <a href="/wiki/Tunisia" title="Tunisia">Tunisia</a>, <a href="/wiki/United_Arab_Emirates" title="United Arab Emirates">United Arab Emirates</a>, <a href="/wiki/Vietnam" title="Vietnam">Vietnam</a>, and <a href="/wiki/Yemen" title="Yemen">Yemen</a><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="See_also">See also</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Meta_AI&action=edit&section=10" title="Edit section: See also"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><a href="/wiki/Meta_Platforms" title="Meta Platforms">Meta Platforms</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=Meta_AI&action=edit&section=11" 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 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Archived from <a rel="nofollow" class="external text" href="https://www.business-standard.com/technology/tech-news/india-among-largest-meta-ai-adopters-backs-open-source-innovation-125022000986_1.html">the original</a> on 2025-02-20<span class="reference-accessdate">. Retrieved <span class="nowrap">2025-02-22</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Business+Standard&rft.atitle=India+among+largest+Meta+AI+adopters%2C+backs+open-source+innovation&rft.date=2025-02-20&rft.aulast=Kawale&rft.aufirst=Ajinkya&rft_id=https%3A%2F%2Fwww.business-standard.com%2Ftechnology%2Ftech-news%2Findia-among-largest-meta-ai-adopters-backs-open-source-innovation-125022000986_1.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AMeta+AI" 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 class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.indiatoday.in/technology/news/story/meta-ai-rolls-out-in-six-more-countries-including-uk-and-brazil-2614461-2024-10-10">"Meta AI rolls out in 6 more countries including UK and Brazil"</a>. <i>India Today</i>. 2024-10-10<span class="reference-accessdate">. Retrieved <span class="nowrap">2025-02-24</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=India+Today&rft.atitle=Meta+AI+rolls+out+in+6+more+countries+including+UK+and+Brazil&rft.date=2024-10-10&rft_id=https%3A%2F%2Fwww.indiatoday.in%2Ftechnology%2Fnews%2Fstory%2Fmeta-ai-rolls-out-in-six-more-countries-including-uk-and-brazil-2614461-2024-10-10&rfr_id=info%3Asid%2Fen.wikipedia.org%3AMeta+AI" 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=Meta_AI&action=edit&section=12" 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://ai.meta.com/">Official 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.navbox{display:none!important}}</style></div><div role="navigation" class="navbox" aria-labelledby="Meta_Platforms99" style="padding:3px"><table class="nowraplinks hlist mw-collapsible mw-collapsed 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:Meta_Platforms" title="Template:Meta Platforms"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Meta_Platforms" title="Template talk:Meta Platforms"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Meta_Platforms" title="Special:EditPage/Template:Meta Platforms"><abbr title="Edit 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href="/wiki/Facebook_Bluetooth_Beacon" title="Facebook Bluetooth Beacon">Bluetooth Beacon</a></li> <li><a href="/wiki/Facebook_Credits" title="Facebook Credits">Credits</a></li> <li><a href="/wiki/Facebook_Dating" title="Facebook Dating">Dating</a></li> <li><a href="/wiki/EdgeRank" title="EdgeRank">EdgeRank</a></li> <li><a href="/wiki/Feed_(Facebook)" title="Feed (Facebook)">Feed</a></li> <li><a href="/wiki/List_of_Facebook_features#Facebook_Gaming" title="List of Facebook features">Gaming</a></li> <li><a href="/wiki/Facebook_Graph_Search" title="Facebook Graph Search">Graph Search</a></li> <li><a href="/wiki/Facebook_Instant_Articles" title="Facebook Instant Articles">Instant Articles</a></li> <li><a href="/wiki/Facebook_like_button" title="Facebook like button">Like button</a></li> <li><a href="/wiki/List_of_Facebook_features#Live_streaming" title="List of Facebook features">Live</a></li> <li><a href="/wiki/Lookalike_audience" title="Lookalike audience">Lookalike audience</a></li> <li><a href="/wiki/Facebook_onion_address" title="Facebook onion address">Onion address</a></li> <li><a href="/wiki/Facebook_Platform" title="Facebook Platform">Platform</a> <ul><li><a href="/wiki/Facebook_Platform#Facebook_Connect" title="Facebook Platform">Connect</a></li></ul></li> <li><a href="/wiki/Facebook_Safety_Check" title="Facebook Safety Check">Safety Check</a></li> <li><a href="/wiki/Facebook_Stories" title="Facebook Stories">Stories</a></li> <li><a href="/wiki/Facebook_Watch" title="Facebook Watch">Watch</a> <ul><li><a href="/wiki/List_of_Facebook_Watch_original_programming" title="List of Facebook Watch original programming">list of original programs</a></li></ul></li> <li><a href="/wiki/Facebook_Zero" title="Facebook Zero">Zero</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Instagram" title="Instagram">Instagram</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/Hyperlapse_(application)" title="Hyperlapse (application)">Hyperlapse</a></li> <li><a href="/wiki/IGTV" title="IGTV">IGTV</a></li> <li><a href="/wiki/List_of_most-followed_Instagram_accounts" title="List of most-followed Instagram accounts">List of most-followed accounts</a></li> <li><a href="/wiki/List_of_most-liked_Instagram_posts" title="List of most-liked Instagram posts">List of most-liked pictures</a></li> <li><a href="/wiki/Threads_(social_network)" title="Threads (social network)">Threads</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Hardware</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/Meta_Portal" title="Meta Portal">Portal</a></li> <li><a href="/wiki/Meta_Quest" title="Meta Quest">Meta Quest</a> <ul><li><a href="/wiki/Oculus_Quest" title="Oculus Quest">Quest 1</a></li> <li><a href="/wiki/Quest_2" title="Quest 2">Quest 2</a></li> <li><a href="/wiki/Meta_Quest_3" title="Meta Quest 3">Quest 3</a></li> <li><a href="/wiki/Meta_Quest_Pro" title="Meta Quest Pro">Pro</a></li> <li><a href="/wiki/Oculus_Touch" title="Oculus Touch">Touch</a></li></ul></li> <li><a href="/wiki/Ray-Ban_Stories" class="mw-redirect" title="Ray-Ban Stories">Ray-Ban Stories</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" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Express_Wi-Fi" title="Express Wi-Fi">Express Wi-Fi</a></li> <li><a href="/wiki/Internet.org" title="Internet.org">Free Basics</a></li> <li><a href="/wiki/Messenger_(software)" title="Messenger (software)">Messenger</a> <ul><li><a href="/wiki/Messenger_Kids" title="Messenger Kids">Kids</a></li> <li><a href="/wiki/Messenger_(software)#Messenger_Rooms" title="Messenger (software)">Rooms</a></li></ul></li> <li><a href="/wiki/Mapillary" title="Mapillary">Mapillary</a></li> <li><a class="mw-selflink selflink">Meta AI</a></li> <li><a href="/wiki/Meta_Horizon_OS" title="Meta Horizon OS">Meta Horizon OS</a></li> <li><a href="/wiki/Within_(company)" title="Within (company)">Supernatural</a></li> <li><a href="/wiki/WhatsApp" title="WhatsApp">WhatsApp</a></li> <li><a href="/wiki/Workplace_(software)" title="Workplace (software)">Workplace</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-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Atlas_Solutions" title="Atlas Solutions">Atlas Solutions</a></li> <li><a href="/wiki/FriendFeed" title="FriendFeed">FriendFeed</a></li> <li><a href="/wiki/Giphy" title="Giphy">Giphy</a></li> <li><a href="/wiki/Facebook_Home" title="Facebook Home">Home</a> <ul><li><a href="/wiki/HTC_First" title="HTC First">HTC First</a></li></ul></li> <li><a href="/wiki/M_(virtual_assistant)" title="M (virtual assistant)">M</a></li> <li><a href="/wiki/Oculus_Go" title="Oculus Go">Oculus Go</a></li> <li><a href="/wiki/Oculus_Rift" title="Oculus Rift">Oculus Rift</a> <ul><li><a href="/wiki/Oculus_Rift_CV1" title="Oculus Rift CV1">CV1</a></li> <li><a href="/wiki/Oculus_Rift_S" title="Oculus Rift S">S</a></li></ul></li> <li><a href="/wiki/Onavo" title="Onavo">Onavo</a></li> <li><a href="/wiki/Facebook_Paper" title="Facebook Paper">Paper</a></li> <li><a href="/wiki/Facebook_Slingshot" title="Facebook Slingshot">Slingshot</a></li> <li><a href="/wiki/Tbh_(app)" class="mw-redirect" title="Tbh (app)">tbh</a></li> <li><a href="/wiki/Wirehog" title="Wirehog">Wirehog</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-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%">Founders</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/Mark_Zuckerberg" title="Mark Zuckerberg">Mark Zuckerberg</a> (28% equity)</li> <li><a href="/wiki/Dustin_Moskovitz" title="Dustin Moskovitz">Dustin Moskovitz</a> (7%)</li> <li><a href="/wiki/Eduardo_Saverin" title="Eduardo Saverin">Eduardo Saverin</a> (<i>5%, formerly</i>)</li> <li><a href="/wiki/Chris_Hughes" title="Chris Hughes">Chris Hughes</a> (<i>1%, formerly</i>)</li> <li><a href="/wiki/Andrew_McCollum" title="Andrew McCollum">Andrew McCollum</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Board</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/Mark_Zuckerberg" title="Mark Zuckerberg">Mark Zuckerberg</a></li> <li><a href="/wiki/Marc_Andreessen" title="Marc Andreessen">Marc Andreessen</a></li> <li><a href="/wiki/John_D._Arnold" title="John D. Arnold">John D. Arnold</a></li> <li><a href="/wiki/John_Elkann" title="John Elkann">John Elkann</a></li> <li><a href="/wiki/Drew_Houston" title="Drew Houston">Drew Houston</a></li> <li><a href="/wiki/Nancy_Killefer" title="Nancy Killefer">Nancy Killefer</a></li> <li><a href="/wiki/Robert_M._Kimmitt" title="Robert M. Kimmitt">Robert M. Kimmitt</a></li> <li><a href="/wiki/Hock_Tan" title="Hock Tan">Hock Tan</a></li> <li><a href="/wiki/Dana_White" title="Dana White">Dana White</a></li> <li><a href="/wiki/Tony_Xu" title="Tony Xu">Tony Xu</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/Sheryl_Sandberg" title="Sheryl Sandberg">Sheryl Sandberg</a></li> <li><a href="/wiki/Peter_Thiel" title="Peter Thiel">Peter Thiel</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Executive<br />officers</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/Mark_Zuckerberg" title="Mark Zuckerberg">Mark Zuckerberg</a> (Chairman and CEO)</li> <li><a href="/wiki/Javier_Olivan" title="Javier Olivan">Javier Olivan</a> (COO)</li> <li><a href="/wiki/Andrew_Bosworth" title="Andrew Bosworth">Andrew Bosworth</a> (CTO)</li> <li><a href="/wiki/Chris_Cox_(manager)" title="Chris Cox (manager)">Chris Cox</a> (CPO)</li> <li><a href="/wiki/Nick_Clegg" title="Nick Clegg">Nick Clegg</a> (President of Global Affairs)</li> <li><a href="/wiki/Jennifer_Gillian_Newstead" title="Jennifer Gillian Newstead">Jennifer Newstead</a> (Chief Legal Officer)</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/Sean_Parker" title="Sean Parker">Sean Parker</a> (<i>4%, formerly</i>)</li> <li><a href="/wiki/Owen_Van_Natta" title="Owen Van Natta">Owen Van Natta</a></li> <li><a href="/wiki/Gideon_Yu" title="Gideon Yu">Gideon Yu</a></li> <li><a href="/wiki/Adam_D%27Angelo" title="Adam D'Angelo">Adam D'Angelo</a></li> <li><a href="/wiki/Chris_Kelly_(entrepreneur)" title="Chris Kelly (entrepreneur)">Chris Kelly</a></li> <li><a href="/wiki/Bret_Taylor" title="Bret Taylor">Bret Taylor</a></li> <li><a href="/wiki/Sheryl_Sandberg" title="Sheryl Sandberg">Sheryl Sandberg</a></li> <li><a href="/wiki/Mike_Schroepfer" title="Mike Schroepfer">Mike Schroepfer</a></li> <li><a href="/wiki/David_Wehner" title="David Wehner">David Wehner</a></li> <li><a href="/wiki/David_Ebersman" title="David Ebersman">David Ebersman</a></li> <li><a href="/wiki/Marne_Levine" title="Marne Levine">Marne Levine</a></li> <li><a href="/wiki/Alex_Stamos" title="Alex Stamos">Alex Stamos</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/Oversight_Board_(Meta)" title="Oversight Board (Meta)">Oversight<br />Board</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%">Members</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/Catalina_Botero_Marino" title="Catalina Botero Marino">Catalina Botero Marino</a>, Co-Chair (2020–)</li> <li><a href="/wiki/Jamal_Greene" title="Jamal Greene">Jamal Greene</a>, Co-Chair (2020–)</li> <li><a href="/wiki/Michael_W._McConnell" title="Michael W. McConnell">Michael W. McConnell</a>, Co-Chair (2020–)</li> <li><a href="/wiki/Helle_Thorning-Schmidt" title="Helle Thorning-Schmidt">Helle Thorning-Schmidt</a>, Co-Chair (2020–)</li> <li><a href="/wiki/Afia_Asantewaa_Asare-Kyei" title="Afia Asantewaa Asare-Kyei">Afia Asantewaa Asare-Kyei</a> (2020–)</li> <li><a href="/wiki/Evelyn_Aswad" title="Evelyn Aswad">Evelyn Aswad</a> (2020–)</li> <li><a href="/wiki/Endy_Bayuni" title="Endy Bayuni">Endy Bayuni</a> (2020–)</li> <li><a href="/wiki/Katherine_Chen" title="Katherine Chen">Katherine Chen</a> (2020–)</li> <li><a href="/wiki/Nighat_Dad" title="Nighat Dad">Nighat Dad</a> (2020–)</li> <li><a href="/wiki/Tawakkol_Karman" title="Tawakkol Karman">Tawakkol Karman</a> (2020–)</li> <li><a href="/wiki/Maina_Kiai" title="Maina Kiai">Maina Kiai</a> (2020–)</li> <li><a href="/wiki/Sudhir_Krishnaswamy" title="Sudhir Krishnaswamy">Sudhir Krishnaswamy</a> (2020–)</li> <li><a href="/wiki/Ronaldo_Lemos" title="Ronaldo Lemos">Ronaldo Lemos</a> (2020–)</li> <li><a href="/wiki/Julie_Owono" title="Julie Owono">Julie Owono</a> (2020–)</li> <li><a href="/wiki/Emi_Palmor" title="Emi Palmor">Emi Palmor</a> (2020–)</li> <li><a href="/wiki/Alan_Rusbridger" title="Alan Rusbridger">Alan Rusbridger</a> (2020–)</li> <li><a href="/wiki/Andr%C3%A1s_Saj%C3%B3" title="András Sajó">András Sajó</a> (2020–)</li> <li><a href="/wiki/John_Samples" title="John Samples">John Samples</a> (2020–)</li> <li>Nicolas Suzor (2020–)</li> <li><a href="/wiki/Suzanne_Nossel" title="Suzanne Nossel">Suzanne Nossel</a> (2021–)</li> <li>Khaled Mansour (2022–)</li> <li>Pamela San Martin (2022–)</li> <li>Paolo Carozza (2022–)</li> <li><a href="/wiki/Kenji_Yoshino" title="Kenji Yoshino">Kenji Yoshino</a> (2023–)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Board of<br />Trustees</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/Stephen_Neal_(lawyer)" title="Stephen Neal (lawyer)">Stephen Neal</a>, Chair (2021–)</li> <li>Kristina Arriaga (2020–)</li> <li>Cherine Chalaby (2020–)</li> <li>Wanda Felton (2020–)</li> <li><a href="/wiki/Kate_O%27Regan" title="Kate O'Regan">Kate O'Regan</a> (2020–)</li> <li><a href="/wiki/Robert_Post_(law_professor)" title="Robert Post (law professor)">Robert Post</a> (2020–)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Former<br />members</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/Pamela_S._Karlan" title="Pamela S. Karlan">Pamela S. Karlan</a> (Board Member, 2020–2021)</li> <li><a href="/wiki/Paul_G._Haaga_Jr." title="Paul G. Haaga Jr.">Paul G. Haaga Jr.</a> (Board of Trustees Chair, 2020–2021)</li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Notable<br />employees</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-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Lars_Rasmussen_(software_developer)" title="Lars Rasmussen (software developer)">Lars Rasmussen</a> (Graph Search director)</li> <li><a href="/wiki/Naomi_Gleit" title="Naomi Gleit">Naomi Gleit</a> (VP of social good)</li> <li><a href="/wiki/Nicola_Mendelsohn" title="Nicola Mendelsohn">Nicola Mendelsohn</a> (head of Global Business Group)</li> <li><a href="/wiki/Adam_Mosseri" title="Adam Mosseri">Adam Mosseri</a> (head of Instagram)</li> <li><a href="/wiki/Thomas_Reardon" title="Thomas Reardon">Thomas Reardon</a> (<a href="/wiki/Reality_Labs" title="Reality Labs">Reality Labs</a> director)</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-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Blake_Ross" title="Blake Ross">Blake Ross</a> (Director of Product)</li> <li><a href="/wiki/Ted_Ullyot" title="Ted Ullyot">Ted Ullyot</a> (VP, General Counsel, and Secretary)</li> <li><a href="/wiki/Hugo_Barra" title="Hugo Barra">Hugo Barra</a> (VP of <a href="/wiki/Reality_Labs" title="Reality Labs">Reality Labs</a>)</li> <li><a href="/wiki/John_Carmack" title="John Carmack">John Carmack</a> (CTO of <a href="/wiki/Reality_Labs" title="Reality Labs">Reality Labs</a>)</li> <li><a href="/wiki/Matt_Cohler" title="Matt Cohler">Matt Cohler</a></li> <li><a href="/wiki/Charlie_Cheever" title="Charlie Cheever">Charlie Cheever</a></li> <li><a href="/wiki/Randi_Zuckerberg" title="Randi Zuckerberg">Randi Zuckerberg</a></li> <li><a href="/wiki/Yishan_Wong" title="Yishan Wong">Yishan Wong</a></li> <li><a href="/wiki/George_Hotz" title="George Hotz">George Hotz</a></li> <li><a href="/wiki/Joe_Lockhart" title="Joe Lockhart">Joe Lockhart</a></li> <li><a href="/wiki/Andrei_Alexandrescu" title="Andrei Alexandrescu">Andrei Alexandrescu</a> (research scientist)</li> <li><a href="/wiki/Chamath_Palihapitiya" title="Chamath Palihapitiya">Chamath Palihapitiya</a> (VP of User Growth)</li> <li><a href="/wiki/Elliot_Schrage" title="Elliot Schrage">Elliot Schrage</a> (VP of Global Communications, Marketing and Public Policy)</li> <li><a href="/wiki/Frances_Haugen" title="Frances Haugen">Frances Haugen</a> (Product Manager of Civic Integrity Team)</li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Open source</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/Apache_Cassandra" title="Apache Cassandra">Apache Cassandra</a></li> <li><a href="/wiki/Apache_Hive" title="Apache Hive">Apache Hive</a></li> <li><a href="/wiki/Apache_Thrift" title="Apache Thrift">Apache Thrift</a></li> <li><a href="/wiki/Buck_(software)" title="Buck (software)">Buck</a></li> <li><a href="/wiki/Facebook_Query_Language" title="Facebook Query Language">FQL</a></li> <li><a href="/wiki/Hack_(programming_language)" title="Hack (programming language)">Hack</a></li> <li><a href="/wiki/HHVM" title="HHVM">HHVM</a></li> <li><a href="/wiki/HipHop_for_PHP" title="HipHop for PHP">HipHop for PHP</a></li> <li><a href="/wiki/Infer_Static_Analyzer" title="Infer Static Analyzer">Infer</a></li> <li><a href="/wiki/MyRocks" title="MyRocks">MyRocks</a></li> <li><a href="/wiki/Open_Compute_Project" title="Open Compute Project">Open Compute Project</a></li> <li><a href="/wiki/Phabricator" title="Phabricator">Phabricator</a></li> <li><a href="/wiki/React_(software)" title="React (software)">React</a></li> <li><a href="/wiki/React_Native" title="React Native">React Native</a></li> <li><a href="/wiki/RocksDB" title="RocksDB">RocksDB</a></li> <li><a href="/wiki/Scribe_(log_server)" title="Scribe (log server)">Scribe</a></li> <li><a href="/wiki/Telecom_Infra_Project" title="Telecom Infra Project">Telecom Infra Project</a></li> <li><a href="/wiki/Tornado_(web_server)" title="Tornado (web server)">Tornado</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Mass media</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/The_Facebook_Effect" title="The Facebook Effect">The Facebook Effect</a></i></li> <li><i><a href="/wiki/The_Accidental_Billionaires" title="The Accidental Billionaires">The Accidental Billionaires</a></i></li> <li><i><a href="/wiki/The_Social_Network" title="The Social Network">The Social Network</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Concepts</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/Activity_stream" title="Activity stream">Activity stream</a></li> <li><a href="/wiki/Social_graph" title="Social graph">Social graph</a></li> <li><a href="/wiki/Friending_and_following" title="Friending and following">Friending and following</a></li> <li><a href="/wiki/Reblogging" title="Reblogging">Reblogging</a></li> <li><a href="/wiki/Fan-gating" title="Fan-gating">Fan-gating</a></li> <li><a href="/wiki/Digital_diplomacy#Facebook_diplomacy" title="Digital diplomacy">Facebook diplomacy</a></li> <li><a href="/wiki/Facebook_like_button" title="Facebook like button">Facebook like button</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Business</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/History_of_Facebook" title="History of Facebook">History of Facebook</a></li> <li><a href="/wiki/Timeline_of_Instagram" title="Timeline of Instagram">Timeline of Instagram</a></li> <li><a href="/wiki/Timeline_of_WhatsApp" title="Timeline of WhatsApp">Timeline of WhatsApp</a></li> <li><a href="/wiki/List_of_mergers_and_acquisitions_by_Meta_Platforms" title="List of mergers and acquisitions by Meta Platforms">Acquisitions</a></li> <li><a href="/wiki/Facebook_F8" title="Facebook F8">f8 conference</a></li> <li><a href="/wiki/Initial_public_offering_of_Facebook" title="Initial public offering of Facebook">IPO</a></li> <li><a href="/wiki/Censorship_of_Facebook" title="Censorship of Facebook">Censorship</a></li> <li><a href="/wiki/Criticism_of_Facebook" title="Criticism of Facebook">Criticism</a> <ul><li><a href="/wiki/Facebook%E2%80%93Cambridge_Analytica_data_scandal" title="Facebook–Cambridge Analytica data scandal">Cambridge Analytica data scandal</a></li> <li><a href="/wiki/2020_Facebook_ad_boycotts" title="2020 Facebook ad boycotts">2020 ad boycotts</a></li> <li><a href="/wiki/2021_Facebook_leak" title="2021 Facebook leak">2021 company files leak</a></li> <li><a href="/wiki/Privacy_concerns_with_Facebook" title="Privacy concerns with Facebook">Privacy</a></li> <li><a href="/wiki/Facebook_content_management_controversies" title="Facebook content management controversies">Content management</a></li></ul></li> <li><a href="/wiki/Lawsuits_involving_Meta_Platforms" title="Lawsuits involving Meta Platforms">Litigation</a></li> <li><i><a href="/wiki/Young_v._Facebook,_Inc." title="Young v. Facebook, Inc.">Young v. Facebook, Inc.</a></i> (2011)</li> <li><i><a href="/wiki/Fraley_v._Facebook,_Inc." title="Fraley v. Facebook, Inc.">Fraley v. Facebook, Inc.</a></i> (2016)</li> <li><i><a href="/wiki/Force_v._Facebook,_Inc." title="Force v. Facebook, Inc.">Force v. Facebook, Inc.</a></i> (2019)</li> <li><i><a href="/wiki/Facebook,_Inc._v._Duguid" title="Facebook, Inc. v. Duguid">Facebook, Inc. v. Duguid</a></i> (2021)</li> <li><i><a href="/wiki/Federal_Trade_Commission_v._Meta_Platforms,_Inc." title="Federal Trade Commission v. Meta Platforms, Inc.">Federal Trade Commission v. Meta Platforms, Inc.</a></i> (ongoing)</li> <li><a href="/wiki/Meta_and_unions" title="Meta and unions">unionization</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Lists</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/List_of_most-followed_Facebook_pages" title="List of most-followed Facebook pages">Most-followed Facebook pages</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Related</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/Priscilla_Chan" title="Priscilla Chan">Priscilla Chan</a> (wife of Mark Zuckerberg)</li> <li><a href="/wiki/Chan_Zuckerberg_Initiative" title="Chan Zuckerberg Initiative">Chan Zuckerberg Initiative</a></li> <li><a href="/wiki/Facebook_Aquila" title="Facebook Aquila">Aquila Internet relay drone</a></li> <li><a href="/wiki/Willow_Village" title="Willow Village">Willow Village</a></li> <li><a href="/wiki/WaveGroup_Sound" title="WaveGroup Sound">WaveGroup Sound</a></li> <li><a href="/wiki/2021_Facebook_outage" title="2021 Facebook outage">2021 Facebook outage</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="Meta_Horizon_OS43" style="padding:3px"><table class="nowraplinks 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:Meta_Horizon" title="Template:Meta Horizon"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/w/index.php?title=Template_talk:Meta_Horizon&action=edit&redlink=1" class="new" title="Template talk:Meta Horizon (page does not exist)"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Meta_Horizon" title="Special:EditPage/Template:Meta Horizon"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Meta_Horizon_OS43" style="font-size:114%;margin:0 4em"><a href="/wiki/Meta_Horizon_OS" title="Meta Horizon OS">Meta Horizon OS</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">Software</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/Meta_Horizon_OS" title="Meta Horizon OS">Meta Horizon OS</a> <ul><li><a href="/wiki/Meta_Horizon_OS_version_history" title="Meta Horizon OS version history">version history</a></li></ul></li> <li><a href="/wiki/Meta_Quest_Browser" title="Meta Quest Browser">Meta Quest Browser</a></li> <li><a href="/wiki/Meta_Horizon_Store" title="Meta Horizon Store">Meta Horizon Store</a></li> <li><a href="/wiki/Horizon_Worlds" title="Horizon Worlds">Horizon Worlds</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Hardware</th><td class="navbox-list-with-group navbox-list navbox-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th id="Meta4" scope="row" class="navbox-group" style="width:1%">Meta</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/Oculus_Go" title="Oculus Go">Oculus Go</a></li> <li><a href="/wiki/Oculus_Rift" title="Oculus Rift">Oculus Rift</a> <ul><li><a href="/wiki/Oculus_Rift_CV1" title="Oculus Rift CV1">CV1</a></li> <li><a href="/wiki/Oculus_Rift_S" title="Oculus Rift S">S</a></li></ul></li> <li><a href="/wiki/Meta_Quest" title="Meta Quest">Meta Quest</a> <ul><li><a href="/wiki/Oculus_Quest" title="Oculus Quest">Quest 1</a></li> <li><a href="/wiki/Quest_2" title="Quest 2">Quest 2</a></li> <li><a href="/wiki/Meta_Quest_3" title="Meta Quest 3">Quest 3</a></li> <li><a href="/wiki/Meta_Quest_3S" title="Meta Quest 3S">Quest 3S</a></li> <li><a href="/wiki/Meta_Quest_Pro" title="Meta Quest Pro">Pro</a></li> <li><a href="/wiki/Oculus_Touch" title="Oculus Touch">Touch</a></li></ul></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-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/List_of_Oculus_Rift_games" title="List of Oculus Rift games">Oculus Rift games</a></li> <li><a href="/wiki/List_of_Meta_Quest_games" title="List of Meta Quest games">Meta Quest games</a></li> <li><a href="/wiki/Reality_Labs" title="Reality Labs">Reality Labs</a> <ul><li><a href="/wiki/Beat_Saber" title="Beat Saber">Beat Games</a></li> <li><a href="/wiki/Sanzaru_Games" title="Sanzaru Games">Sanzaru Games</a></li> <li><a href="/wiki/Ready_at_Dawn" title="Ready at Dawn">Ready at Dawn</a></li> <li><a href="/wiki/Twisted_Pixel_Games" title="Twisted Pixel Games">Twisted Pixel Games</a></li> <li><a href="/wiki/Camouflaj" title="Camouflaj">Camouflaj</a></li> <li><a href="/wiki/Armature_Studio" title="Armature Studio">Armature Studio</a></li></ul></li> <li><a href="/wiki/Within_(company)" title="Within (company)">Within (Supernatural)</a></li> <li><a href="/wiki/Ray-Ban_Meta" title="Ray-Ban Meta">Ray-Ban Meta Smartglasses</a></li> <li><a class="mw-selflink selflink">Meta AI</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)752" 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)752" style="font-size:114%;margin:0 4em"><a href="/wiki/Artificial_intelligence" title="Artificial intelligence">Artificial intelligence</a> (AI)</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 href="/wiki/Google_DeepMind#Video_model" title="Google DeepMind">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/GPT-4.5" title="GPT-4.5">4.5</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_(chatbot)" title="DeepSeek (chatbot)">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/DeepSeek_(chatbot)" title="DeepSeek (chatbot)">DeepSeek</a></li> <li><a href="/wiki/Ernie_Bot" title="Ernie Bot">ERNIE</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/GPT-4.5" title="GPT-4.5">4.5</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%">Speech</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/15.ai" title="15.ai">15.ai</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%"><a href="/wiki/Text-to-video_model" title="Text-to-video model">Video</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/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 href="/wiki/Google_DeepMind#Video_model" title="Google DeepMind">Veo</a></li> <li><a href="/wiki/VideoPoet" title="VideoPoet">VideoPoet</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Music</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/Udio" title="Udio">Udio</a></li> <li><a href="/wiki/Suno_AI" title="Suno AI">Suno AI</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/List_of_artificial_intelligence_companies" title="List of artificial intelligence companies">Companies</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/01.AI" title="01.AI">01.AI</a></li> <li><a href="/wiki/Alibaba_Group" title="Alibaba Group">Alibaba</a></li> <li><a href="/wiki/Anthropic" title="Anthropic">Anthropic</a></li> <li><a href="/wiki/Baichuan" title="Baichuan">Baichuan</a></li> <li><a href="/wiki/Baidu" title="Baidu">Baidu</a></li> <li><a href="/wiki/DeepSeek" title="DeepSeek">DeepSeek</a></li> <li><a href="/wiki/ElevenLabs" title="ElevenLabs">ElevenLabs</a></li> <li><a href="/wiki/Google_DeepMind" title="Google DeepMind">Google DeepMind</a></li> <li><a href="/wiki/Hugging_Face" title="Hugging Face">Hugging Face</a></li> <li><a href="/wiki/Kuaishou" title="Kuaishou">Kuaishou</a></li> <li><a class="mw-selflink selflink">Meta AI</a></li> <li><a href="/wiki/MiniMax_(company)" title="MiniMax (company)">MiniMax</a></li> <li><a href="/wiki/Mistral_AI" title="Mistral AI">Mistral AI</a></li> <li><a href="/wiki/Moonshot_AI" 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 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