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Google DeepMind on LinkedIn: Together with The Royal Society, we hosted the AI for Science Forum: a… | 13 comments
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1,107,778 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 6d <!----> </time> <!----> </span> </div> <!----> </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 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leading scientists, academics and policymakers to explore AI’s role in the future of science. 🔬 We’ll be sharing highlights from the event over the coming days. 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As someone who is passionate about both science and AI, I can't wait to hear more about the discussions and insights shared by these leading experts. It's exciting to think about the potential for AI to revolutionize the way we approach scientific research and discovery. Thank you for sharing this update, I look forward to learning more!</p> <!----> </div> <!----> <!----> </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="public_post_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Like </span> </div> </a> <span class="before:middot font-sans text-s 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no-underline leading-open comment__author truncate pr-6" href="https://uk.linkedin.com/in/suchith-anand-6447b42?trk=public_post_comment_actor-name" data-tracking-control-name="public_post_comment_actor-name" data-tracking-will-navigate> Suchith Anand </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline">Professor of Science Policy at University of Exeter | Senior Adviser to Governments and International Organisations | Scientist | AI and Data Ethics | Governance | Policy | Global Citizen | SDG Volunteer and Advocate</p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 3d </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger 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focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]"> <!----> <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this comment </a> <!----> </li> <!----> </ul> <!----> </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr">In the rapidly advancing age of artificial intelligence (AI), the protection of children from potential risks has become a paramount concern on a global scale. On the 1st of October, 2024, the Association of African Universities, the University of Nottingham, and the Ethical Data Initiative held a panel discussion on Child Protection in the Age of AI as part of their Ethical Data Discussion Series. The event brought together education professionals, child protection experts, and legal experts, to discuss the pressing need to influence and shape national and international policies governing children’s safety online. It highlighted the importance of international and interdisciplinary collaboration, and evidence-based recommendations in this complex domain. The recording of the webinar is now available at <a class="link" href="https://ethicaldatainitiative.org/2024/11/06/child-protection-in-the-age-of-ai-2?trk=public_post_comment-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_comment-text" data-tracking-will-navigate>https://ethicaldatainitiative.org/2024/11/06/child-protection-in-the-age-of-ai-2</a>/</p> <!----> </div> <!----> <!----> </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="public_post_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon 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comment-with-action my-1.5"> <div> <a href="https://www.linkedin.com/showcase/aiddctp/?trk=public_post_comment_actor-image" data-tracking-control-name="public_post_comment_actor-image" data-tracking-will-navigate> <img class="inline-block relative w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQGwKzIlqffcgw/company-logo_100_100/company-logo_100_100/0/1729863265850?e=2147483647&v=beta&t=cLl49ExBq6fvq7hjAQ19MWPrxzuw_hnaz-CSsHKbPZE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="AI for Drug Discovery Collaborative Training Partnership #AIDDCTP"> </a> </div> <div class="w-full min-w-0"> <div class="comment__body ml-0.5 mb-1 pt-1 pr-1.5 pb-1 pl-1.5 rounded-[8px] rounded-tl-none relative"> <div class="comment__header flex flex-col"> <a class="text-sm link-styled no-underline leading-open comment__author truncate pr-6" href="https://www.linkedin.com/showcase/aiddctp/?trk=public_post_comment_actor-name" data-tracking-control-name="public_post_comment_actor-name" data-tracking-will-navigate> AI for Drug Discovery Collaborative Training Partnership #AIDDCTP </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline"></p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 6d </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 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class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr">Great to see such an important discussion taking place on the role of AI in the future of science! </p> <!----> </div> <!----> <!----> </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="public_post_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" 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ex-Google | EB1A Recipient (Opinions are my own and therefore are not associated with my company in any way unless otherwise stated).</p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 6d </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" 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babybear:mt-0.5" dir="ltr">“Google is one of the leading global big tech companies. However, in Korea, it has become an ‘axis of evil’ at the center of various unfair controversies. Compared to other global big tech companies such as Apple, Meta, and Netflix, Google Korea has been entangled in many problems. That's why Google Korea is constantly being called out by the National Audit Service.” https://<a class="link" href="http://it.chosun.com/news/articleView.html?idxno=2023092124998&trk=public_post_comment-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_comment-text" data-tracking-will-navigate>it.chosun.com/news/articleView.html?idxno=2023092124998</a></p> <!----> </div> <!----> <!----> </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="public_post_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon 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data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQFYeIrH6r3UHA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516177368441?e=2147483647&v=beta&t=vRCagFUQ54oTCiQSrwWjEOkokEr7o0-BJsqXMpkPyUo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Jong Hyuk Choi"> </a> </div> <div class="w-full min-w-0"> <div class="comment__body ml-0.5 mb-1 pt-1 pr-1.5 pb-1 pl-1.5 rounded-[8px] rounded-tl-none relative"> <div class="comment__header flex flex-col"> <a class="text-sm link-styled no-underline leading-open comment__author truncate pr-6" href="https://kr.linkedin.com/in/jongchoi?trk=public_post_comment_actor-name" data-tracking-control-name="public_post_comment_actor-name" data-tracking-will-navigate> Jong Hyuk Choi </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline">Founder & CEO, DBEVIL | Whistleblower | ex-Google | EB1A Recipient (Opinions are my own and therefore are not associated with my company in any way unless otherwise stated).</p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 6d </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c26vw8uiog92lvrqov98hvbxr"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=COMMENT&_f=guest-reporting" data-tracking-control-name="public_post_comment_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="COMMENT" data-semaphore-content-urn="urn:li:comment:(urn:li:ugcPost:7265017688438018049,7265155068901900289)" 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babybear:mt-0.5" dir="ltr">Google wins a Nobel Prize, but behind the scenes, it's skimming copyright honeydew YouTube and illegal content creators split the revenue from ads on these "illegal shortforms". A channel that focused on black-and-white chef shortforms and garnered 162.78 million total views is estimated to have earned up to $97.15 million in ad revenue in the past month. More than half (55%) of this ad revenue goes to YouTube. The flood of illegal shortforms can be traced back to YouTube's new policy on shortform ad revenue distribution early last year. Previously, creators didn't get paid when ads were placed on shortforms. In February of last year, YouTube decided to split the revenue from short-form ads 55% to YouTube and 45% to the creators. "Google, the company that gave us three Nobel Prize winners in science this year, is making money off of illegal content behind the scenes," said one content industry insider. <a class="link" href="https://www.chosun.com/economy/tech_it/2024/10/14/5QARN2UWDVCRVEOCFKPKIVZMWU?trk=public_post_comment-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_comment-text" data-tracking-will-navigate>https://www.chosun.com/economy/tech_it/2024/10/14/5QARN2UWDVCRVEOCFKPKIVZMWU</a>/</p> <!----> </div> <!----> <!----> </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" 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babybear:mt-0.5" dir="ltr">All available fingers crossed 🤞 whatever the #future has in store for us, it is a #future we have created for the #benefit of all sentient beings. I choose to believe that in the near #future, (we) #humanity have achieved #maturity and become an #united, #collaborative, #cooperative #society, working together for the prosperity of all. If we do it right, this #possibility is within our reach. Who knows, our #potential future is potentially #Limitless. One way to ensure this #Limitless #future is to develop a #Beneficial #AGI/#ASI. While I am tackling this complex topic, I am trying to keep myself humble, by attempting to unfold the many layers of the following thought-provokingly self-reflective question: "Are we, as a species, mature enough, to successfully/responsibly develop a Benevolent-Beneficial #ArtificialGeneralIntelligence (#AGI)?" Somehow this fascinating question became the glue/attractor for even more past, present, future; questions, suggestions, probabilities and possiblities of our past, present and future relationship with #AI. Let's explore this excitingly complex topic together. => "The #Existential #Importance for The #Development of #Benevolent-#Beneficial #AGI" here: =>> <a class="link" href="https://lnkd.in/gFyK2b8A?trk=public_post_comment-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_comment-text" data-tracking-will-navigate>https://lnkd.in/gFyK2b8A</a></p> <!----> </div> <!----> <ul class="comment__images-content list-none pl-0 overflow-hidden " data-test-id="comment__images-content"> <li data-position="0"> <img class="lazy-load object-cover max-w-full" data-delayed-url="https://media.licdn.com/dms/image/v2/D562CAQGGn97ZkurAsQ/comment-image-shrink_8192_480/comment-image-shrink_8192_480/0/1732135903953?e=2147483647&v=beta&t=_Q3RtjGN3UCWXmhU8Ej7tLkgHovpfyUjLNBDyBdMyAg" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image"> </li> </ul> <div class="image-viewer-modal-wrapper" 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text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 5d </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c26vw8uiog92lvrqov98hvbxr"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_comment_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=COMMENT&_f=guest-reporting" data-tracking-control-name="public_post_comment_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="COMMENT" data-semaphore-content-urn="urn:li:comment:(urn:li:ugcPost:7265017688438018049,7265612884913631232)" data-semaphore-tracking-prefix="public_post_comment_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]"> <!----> <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this comment </a> <!----> </li> <!----> </ul> <!----> </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr">What an insightful event to discover the future of Artificial Intelligence! Many thanks for sharing. If you wish to explore the relationship between #AI and #Sustainability, please feel free to engage with #StandardEthics research on #sustainableAI in global corporate practices and #governance linked here: <a class="link" href="https://www.standardethics.eu/media-en/research-methodology/unmasking-sustainability-in-ai-an-overview-of-global-company-practices/viewdocument/894?trk=public_post_comment-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_comment-text" data-tracking-will-navigate>https://www.standardethics.eu/media-en/research-methodology/unmasking-sustainability-in-ai-an-overview-of-global-company-practices/viewdocument/894</a>.</p> <!----> </div> <!----> <!----> </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a 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Renoe, ARIS executive director. MRX's six policies: 1. <a class="link" href="https://www.linkedin.com/company/national-science-foundation?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>National Science Foundation (NSF)</a> merit review remains the gold standard. 2. The two existing criteria meet NSF needs for merit review. 3. Strengthening broader impacts for societal benefit. 4. Strengthening intellectual merit to promote the progress of science. 5. Portfolio monitoring to make sure it is achieving NSF’s goals and mission. 6. Strengthening broadening participation across merit review. Send feedback to <a class="link" href="https://www.linkedin.com/redir/redirect?url=mailto%3Ameritreviewcommission%40nsf%2Egov&urlhash=-uTg&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>meritreviewcommission@nsf.gov</a>. The MRX is collecting feedback through its preliminary report in July and final report in December 2024. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fbroaderimpacts&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#BroaderImpacts</a></p> <!----> </div> <article aria-label="Reshared post" class="relative pt-1.5 px-2 pb-1 mb-1 babybear:pt-0.5 babybear:pb-0 babybear:mb-0 container-lined bg-color-background-container feed-reshare-content" data-test-id="feed-reshare-content" data-attributed-urn="urn:li:share:7189674208187031555" data-activity-urn="urn:li:activity:7189674209017540608" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://www.linkedin.com/company/nationalscienceboard?trk=public_post_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="public_post_reshare_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0BAQHPc1p1_UlVLw/company-logo_100_100/company-logo_100_100/0/1630573683344/nationalscienceboard_logo?e=2147483647&v=beta&t=PUKDpllLZn_8HtVNi2oq8JOTZrcFz7SgACZgCrfiKqI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="View organization page for National Science Board (NSB), graphic"> <!----> </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/company/nationalscienceboard?trk=public_post_reshare_feed-actor-name" target="_self" data-tracking-control-name="public_post_reshare_feed-actor-name" aria-label="View organization page for National Science Board (NSB)" data-tracking-will-navigate> National Science Board (NSB) </a> <!----><!----> </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate"> <!----> 2,289 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 7mo <!----> </time> <!----> </span> </div> <!----> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="feed-reshare-content__commentary">The National Science Board will hold a hybrid meeting May 1 - 2, 2024. The meeting will include two panel discussions, one on AI and one with 2024 Vannevar Bush, Science & Society, and <a class="link" href="https://www.linkedin.com/company/national-science-foundation?trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>National Science Foundation (NSF)</a> Waterman awardees. 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class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Faris-impacts_broaderimpacts-activity-7191834007477587968-0aj-&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"><!--false--></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Darshan Gadginmath" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/darshangadginmath-8b37a5111_slides-activity-7237970314121330689-qZ-3" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7237970314121330689" data-featured-activity-urn="urn:li:activity:7237970314121330689" data-attributed-urn="urn:li:ugcPost:7237970313441878016"> <!----> <!----> <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/in/darshangadginmath-8b37a5111?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Darshan Gadginmath, graphic"> <!----> </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/in/darshangadginmath-8b37a5111?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Darshan Gadginmath" data-tracking-will-navigate> Darshan Gadginmath </a> <!----><!----> </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate"> <!----> Research intern at Honda Research Institute | PhD student at UC Riverside </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo <!----> </time> <!----> </span> </div> <!----> </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto 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href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdarshangadginmath-8b37a5111_slides-activity-7237970314121330689-qZ-3&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7237970314121330689" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]"> <!----> <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a> <!----> </li> <!----> </ul> <!----> </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">I gave a talk at the University of Southern California's Cyber-Physical Systems seminar series on a probabilistic perspective to interpret the behavior of AI agents and develop nonlinear controllers. Check out the slides below! Would love to hear your thoughts.</p> <!----> </div> <iframe class="h-[293px] w-main-feed-card-media" allowfullscreen frameborder="0" data-id="feed-paginated-document-content" data-delayed-url="https://media.licdn.com/embeds/native-document.html" data-native-document-config="{"action":"init","a11y":{"pagination":{"paginationValue":"Current page","paginationLength":"Total pages"},"sidepanelLeft":{"navButton":"Go to previous page of document"},"sidepanelRight":{"navButton":"Go to next page of document"},"topbar":{"cancelButton":"Exit full screen","downloadButton":"Download document"},"toolbarA11y":{"fullscreenOnButtonA11yControlText":"Enter full screen. 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<!----> </ul> <!----> </div> <!----> </div> <!----> <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdarshangadginmath-8b37a5111_slides-activity-7237970314121330689-qZ-3&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"><!--false--></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Benedikt Gloria" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" 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<!----> </span> </div> <!----> </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis 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href="https://de.linkedin.com/in/prof-dr-sven-bienert-mrics-rev-580675222?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Prof. Dr. Sven Bienert MRICS REV</a>, and Detlef Schoder, on the development of Real-GPT—a domain-specific large language model (LLM) tailored for real estate. Our study in the Journal of Real Estate Portfolio Management demonstrates that customizing LLMs to specific real estate scenarios can yield significant advantages, particularly in terms of privacy and resource efficiency. Real-GPT, fine-tuned using the quantized low-rank adaptation (QLoRA) technique on Mistral 7B, was trained on a curated dataset sourced from 670 scholarly articles, market research, and more. The results are compelling: despite its compact size, Real-GPT outperforms other models, not only in real estate knowledge but also in practical investment scenarios. This work underscores the potential of LLMs to transform real estate analysis and decision-making. For those interested in the intersection of AI and real estate, I invite you to read the paper here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FgnxZysMm&urlhash=4Pqh&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/gnxZysMm</a></p> <!----> </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D5622AQHgKh7IADYgfA/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1724256889302?e=2147483647&v=beta&t=oms2wD1S0heK9zq5WSGvu1QHTN3nUHt3vmb4bK8yum0" 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You can access them here: • <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FeB-9P3_G&urlhash=6x7O&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/eB-9P3_G</a> - 𝗮𝗸𝘀𝗵𝗮𝘆𝗯𝗮𝗹𝗹𝗮𝗹/𝗴𝗲𝗺𝗺𝗮𝟮-𝟮𝗯-𝘅𝗹𝗮𝗺-𝗳𝘂𝗻𝗰𝘁𝗶𝗼𝗻 𝗰𝗮𝗹𝗹𝗶𝗻𝗴 • <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FeURrD8Ww&urlhash=Nk5n&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/eURrD8Ww</a> - 𝗮𝗸𝘀𝗵𝗮𝘆𝗯𝗮𝗹𝗹𝗮𝗹/𝗽𝗵𝗶-𝟯.𝟱-𝗺𝗶𝗻𝗶-𝘅𝗹𝗮𝗺-𝗳𝘂𝗻𝗰𝘁𝗶𝗼𝗻-𝗰𝗮𝗹𝗹𝗶𝗻𝗴 These models can be integrated into agents to optimize costs and enhance the speed of function calling. Explore the demo to see them in action: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FeGKKJ6dc&urlhash=k5Zy&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/eGKKJ6dc</a></p> <!----> </div> <!----> <a href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fhuggingface%2Eco%2Fakshayballal%2Fgemma2-2b-xlam-function-calling&urlhash=kjaW&trk=public_post_feed-article-content" target="_self" data-tracking-control-name="public_post_feed-article-content" data-tracking-will-navigate class="flex flex-col feed-article-content" data-test-id="article-content"> <img alt="akshayballal/gemma2-2b-xlam-function-calling · Hugging Face" class="lazy-load w-main-feed-card-media object-cover babybear:max-h-[400px]" 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outline-offset-[-2px]"> <!----> <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a> <!----> </li> <!----> </ul> <!----> </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">🚨Call for papers🚨What is the impact of generative AI on disinformation? This is the central topic of a special issue of the International Journal of Communication that I will be guest editing with <a class="link" href="https://nl.linkedin.com/in/aqsa-farooq-6a1836156?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Aqsa Farooq</a>. Details are found on the <a class="link" href="https://it.linkedin.com/company/european-digital-media-observatory?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>European Digital Media Observatory</a> site. The special issue is a way to continue the conversation and scholarly inquiry on this important topic following our EDMO scientific conference at <a class="link" href="https://nl.linkedin.com/company/amsterdam-school-of-communication-research?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Amsterdam School of Communication Research (ASCoR)</a>. Details ⬇️ <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FdbC-AvS3&urlhash=RsMi&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/dbC-AvS3</a></p> <!----> </div> <!----> <code id="i18n_reaction_singular" style="display: none"><!--"%numReactions% Reaction"--></code> <code id="i18n_reactions_plural" style="display: none"><!--"%numReactions% Reactions"--></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fclaes-de-vreese-4a008812_call-for-paperswhat-is-the-impact-of-activity-7204435822861889536-aCzV&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal 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Prince Katiyar" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/katiyarprince_26-principles-of-prompt-engineering-activity-7191808721000230912-iHlP" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7191808721000230912" data-featured-activity-urn="urn:li:activity:7191808721000230912" data-attributed-urn="urn:li:ugcPost:7191808720220098560"> <!----> <!----> <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://in.linkedin.com/in/katiyarprince?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative 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</time> <!----> </span> </div> <!----> </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkatiyarprince_26-principles-of-prompt-engineering-activity-7191808721000230912-iHlP&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7191808721000230912" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint 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Uncover the key strategies shaping the future of AI-driven interactions. Click the link below to explore the PDF and unlock the potential of prompt engineering."</p> <!----> </div> <iframe class="h-[293px] w-main-feed-card-media" allowfullscreen frameborder="0" data-id="feed-paginated-document-content" data-delayed-url="https://media.licdn.com/embeds/native-document.html" data-native-document-config="{"action":"init","a11y":{"pagination":{"paginationValue":"Current page","paginationLength":"Total pages"},"sidepanelLeft":{"navButton":"Go to previous page of document"},"sidepanelRight":{"navButton":"Go to next page of document"},"topbar":{"cancelButton":"Exit full screen","downloadButton":"Download document"},"toolbarA11y":{"fullscreenOnButtonA11yControlText":"Enter full screen. 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prolonged time horizon --Techniques that improve computational efficiency and uncertainty --quantification/propagation in risk assessment and management --Risk communication with stakeholders. 💼 Submit your abstracts here <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FgEW9sWkp&urlhash=yuHc&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/gEW9sWkp</a> and join us in pushing the boundaries of infrastructure resilience and decision-making.</p> <!----> </div> <!----> <code id="i18n_reaction_singular" style="display: none"><!--"%numReactions% Reaction"--></code> <code id="i18n_reactions_plural" style="display: none"><!--"%numReactions% Reactions"--></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a 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Karim Akkari </a> <!----><!----> </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate"> <!----> AI Research Intern @Vitafluence.ai GmbH | AI Engineering Student </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 8mo <!----> </time> <!----> </span> </div> <!----> </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" 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with the BioMistral Dare model: The Shadow-Clown-BioMistral-7B-DARE. Engineered to supercharge AVG with vital medical insights, this model not only raises the bar but also outperforms benchmarks, including the esteemed Mistral 7B Instruct V2, with evaluations conducted using the Eleuther AI Language Model Evaluation Harness: - Average: 71.21 - ARC: 67.41 - Hellaswag: 86.78 - MMLU: 64.07 - TruthfulQA: 67.68 - Winogrande: 81.61 - GSM8K: 59.74 And the innovation doesn't stop there. This model is finely tuned for efficiency, boasting quantization and nested quantization capabilities that slash inference consumption from 14.6 VRAM to a mere 4.8 VRAM. For seamless integration and further exploration, check out the model's Hugging Face repository: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FdSajXXFr&urlhash=iWEy&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/dSajXXFr</a> Ready to witness its prowess firsthand? Dive into testing on Colab with a T4 GPU through this notebook link: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2Fdj8mYy2S&urlhash=8a4l&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/dj8mYy2S</a> Join me as I redefine possibilities in the realm of AI and medical applications. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AI</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmedicalai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#MedicalAI</a> <a class="link" 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By tailoring drug discovery to the genetic diversity of African populations and exploring AI-driven solutions for large-scale energy storage, AI2050 Fellows Dr. <a class="link" href="https://za.linkedin.com/in/kelly-chibale-590066245?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Kelly Chibale</a> and Dr. <a class="link" href="https://www.linkedin.com/in/gege-wen-6234a963?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Gege Wen</a> are working to ensure that AI benefits society by the year 2050. 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From reshaping decision-making in aerospace to addressing ethical and legal challenges, the panel provided valuable insights into AI's evolving role in industry and education. 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(Bangla)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-bn_IN" data-locale="bn_IN" role="menuitem" lang="bn_IN"> বাংলা (Bangla) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Čeština (Czech)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-cs_CZ" data-locale="cs_CZ" role="menuitem" lang="cs_CZ"> Čeština (Czech) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Dansk (Danish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-da_DK" data-locale="da_DK" role="menuitem" lang="da_DK"> Dansk (Danish) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Deutsch (German)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-de_DE" data-locale="de_DE" role="menuitem" lang="de_DE"> Deutsch (German) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Ελληνικά (Greek)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-el_GR" data-locale="el_GR" role="menuitem" lang="el_GR"> Ελληνικά (Greek) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="English (English) selected" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link--selected" data-tracking-control-name="language-selector-en_US" data-locale="en_US" role="menuitem" lang="en_US"> <strong>English (English)</strong> </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Español (Spanish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-es_ES" data-locale="es_ES" role="menuitem" lang="es_ES"> Español (Spanish) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="فارسی (Persian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fa_IR" data-locale="fa_IR" role="menuitem" lang="fa_IR"> فارسی (Persian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Suomi (Finnish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fi_FI" data-locale="fi_FI" role="menuitem" lang="fi_FI"> Suomi (Finnish) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Français (French)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fr_FR" data-locale="fr_FR" role="menuitem" lang="fr_FR"> Français (French) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="हिंदी (Hindi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hi_IN" data-locale="hi_IN" role="menuitem" lang="hi_IN"> हिंदी (Hindi) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Magyar (Hungarian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hu_HU" data-locale="hu_HU" role="menuitem" lang="hu_HU"> Magyar (Hungarian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Bahasa Indonesia (Indonesian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-in_ID" data-locale="in_ID" role="menuitem" lang="in_ID"> Bahasa Indonesia (Indonesian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Italiano (Italian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-it_IT" data-locale="it_IT" role="menuitem" lang="it_IT"> Italiano (Italian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="עברית (Hebrew)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-iw_IL" data-locale="iw_IL" role="menuitem" lang="iw_IL"> עברית (Hebrew) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="日本語 (Japanese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ja_JP" data-locale="ja_JP" role="menuitem" lang="ja_JP"> 日本語 (Japanese) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="한국어 (Korean)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ko_KR" data-locale="ko_KR" role="menuitem" lang="ko_KR"> 한국어 (Korean) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="मराठी (Marathi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-mr_IN" data-locale="mr_IN" role="menuitem" lang="mr_IN"> मराठी (Marathi) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Bahasa Malaysia (Malay)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ms_MY" data-locale="ms_MY" role="menuitem" lang="ms_MY"> Bahasa Malaysia (Malay) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Nederlands (Dutch)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-nl_NL" data-locale="nl_NL" role="menuitem" lang="nl_NL"> Nederlands (Dutch) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Norsk (Norwegian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (Norwegian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="ਪੰਜਾਬੀ (Punjabi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (Punjabi) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Polski (Polish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Polish) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Português (Portuguese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portuguese) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Română (Romanian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Romanian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Русский (Russian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Russian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Svenska (Swedish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (Swedish) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="తెలుగు (Telugu)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (Telugu) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="ภาษาไทย (Thai)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (Thai) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Tagalog (Tagalog)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (Tagalog) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Türkçe (Turkish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> Türkçe (Turkish) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Українська (Ukrainian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (Ukrainian) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="Tiếng Việt (Vietnamese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-vi_VN" data-locale="vi_VN" role="menuitem" lang="vi_VN"> Tiếng Việt (Vietnamese) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="简体中文 (Chinese (Simplified))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_CN" data-locale="zh_CN" role="menuitem" lang="zh_CN"> 简体中文 (Chinese (Simplified)) </button> </li> <li class="language-selector__item" role="presentation"> <!-- Adding aria-label to both the li and the button because screen reader focus goes to button on desktop and li on mobile--> <button aria-label="正體中文 (Chinese (Traditional))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_TW" data-locale="zh_TW" role="menuitem" lang="zh_TW"> 正體中文 (Chinese (Traditional)) </button> </li> <!----> </ul> <button class="language-selector__button select-none relative pr-2 font-sans text-xs font-bold text-color-text-low-emphasis hover:text-color-link-hover hover:cursor-pointer focus:text-color-link-focus focus:outline-dotted focus:outline-1" aria-expanded="false" data-tracking-control-name="footer-lang-dropdown_trigger"> <span class="language-selector__label-text mr-0.5 break-words"> Language </span> <icon class="language-selector__label-chevron w-2 h-2 absolute top-0 right-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> </div> </li> </ul> <!----> </footer> <div 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rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_post_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5k9cgtx8rhoyqkcxfoncu1svl" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_post_contextual-sign-in-modal-header"> Learn from experts on LinkedIn </h2> <p class="contextual-sign-in-modal__subtitle mb-2 mx-12 babybear:mx-0 text-center font-sans text-md text-color-text"> Create your free account or sign in to continue your search </p> <!----> <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full"> <!----> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button"> <!----> <div class="google-auth-button__placeholder " data-theme="filled_blue" data-logo-alignment="center"></div> <!----> </div> </div> <div class="sign-in-modal" data-impression-id="public_post_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_post_contextual-sign-in_sign-in-modal"> <!----> Sign in </button> <div class> <!----> <div id="public_post_contextual-sign-in_sign-in-modal" class="modal modal--sign-in" data-outlet="public_post_contextual-sign-in_sign-in-modal"> <!----> <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_post_contextual-sign-in_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"><!--"Show"--></code> <code id="i18n_sign_in_form_show_label" style="display: none"><!--"Show your LinkedIn password"--></code> <code id="i18n_sign_in_form_hide_text" style="display: none"><!--"Hide"--></code> <code id="i18n_sign_in_form_hide_label" style="display: none"><!--"Hide your LinkedIn password"--></code> <code id="i18n_username_error_empty" style="display: none"><!--"Please enter an email address or phone number"--></code> <code id="i18n_username_error_too_long" style="display: none"><!--"Email or phone number must be between 3 to 128 characters"--></code> <code id="i18n_username_error_too_short" style="display: none"><!--"Email or phone number must be between 3 to 128 characters"--></code> <code id="i18n_password_error_empty" style="display: none"><!--"Please enter a password"--></code> <code id="i18n_password_error_too_short" style="display: none"><!--"The password you provided must have at least 6 characters"--></code> <code id="i18n_password_error_too_long" style="display: none"><!--"The password you provided must have at most 400 characters"--></code> <!----> <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="d02c5432-aed2-46ed-881f-3b543d4e04b7" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_post_contextual-sign-in_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="username" id="public_post_contextual-sign-in_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_post_contextual-sign-in_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_post_contextual-sign-in_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="current-password" id="public_post_contextual-sign-in_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_post_contextual-sign-in_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/posts/googledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX" type="hidden"> <!----> </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_post_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a> <!----> <input name="trk" value="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <code id="isTermsAndConditionsSkipEnabledAuthButton" style="display: none"><!--true--></code> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_post_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_post_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_post_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_post_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center"></div> <!----> </div> </div> <!----> <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div> <!----> </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fgoogledeepmind_together-with-the-royal-society-we-hosted-activity-7265017689587306496-pZLX&trk=public_post_contextual-sign-in-modal_join-link" data-tracking-control-name="public_post_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div> <!----> </section> </div> </div> </div> </div> <div class="cta-modal overflow-hidden container-raised z-10 fixed bottom-3 right-3 min-h-[56px] p-2 babybear:hidden windows-app-upsell windows-app-upsell--msft flex flex-col p-2 w-[359px] !bg-[#F1F8FA] opacity-90 backdrop-blur-[2px] z-1" data-impression-id="public_post_windows-app-upsell_cta-modal" role="dialog" aria-labelledby="cta-modal-header" aria-describedby="cta-modal-subheader"> <div class="windows-app-upsell__linkedin-title-container pt-[6px] mb-1.5 flex align-center"> <icon class="windows-app-upsell__linkedin-bug-icon block w-[21px] h-[21px]" data-svg-class-name="windows-app-upsell__linkedin-bug-icon-svg w-[21px] h-[21px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/euqjj7tf5wvr33frd3x1jj9s"></icon> <p class="windows-app-upsell__linkedin-title uppercase text-xs text-color-text-secondary leading-[21px] ml-1"> LinkedIn </p> </div> <p class="windows-app-upsell__title font-sans text-md text-color-text-accent-4-hover font-semibold leading-regular mb-1"> Never miss a beat on the app </p> <p class="windows-app-upsell__body font-sans text-sm text-color-text-secondary leading-regular"> Don’t have the app? Get it in the Microsoft Store. </p> <a class="windows-app-upsell__cta btn-sm btn-secondary-emphasis mt-2 mb-[6px] w-fit" href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_desktop_upsell_post2" data-tracking-client-ingraph data-tracking-control-name="public_post_windows-app-upsell_cta" data-tracking-will-navigate> Open the app </a> <button class="cta-modal__dismiss-btn absolute h-4 w-4 p-1 top-2 right-2 hover:cursor-pointer focus:outline focus:outline-2 focus:outline-color-action" data-tracking-control-name="public_post_windows-app-upsell_dismiss" aria-label="Dismiss"> <icon class="cta-modal__dismiss-icon block h-2 w-2 onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/adzjokfylbe8pvjr9h8iv96mw"></icon> </button> </div> <code id="activityUrn" style="display: none"><!--"urn:li:activity:7265017689587306496"--></code> <div id="toasts" class="toasts fixed z-8 babybear:right-4 mamabear:right-4 papabear:min-h-[96px] invisible top:auto bottom-4 left-4 papabear:w-[400px] toasts--bottom" type="bottom"> <template id="toast-template"> <div class="toast container-raised flex toast--bottom transition ease-accelerate duration-xxslow " data-id="toast"> <div class="toast__message flex flex-1 babybear:items-center mamabear:items-center papabear:items-start py-2 px-1.5" data-id="toast__message" role="alert" tabindex="-1"> <div class="toast__message-content-container" data-id="toast__message-content-container"> <p class="toast__message-content font-sans text-sm opacity-90 inline babybear:self-center mamabear:self-center papabear:self-start" data-id="toast__message-content"></p> </div> </div> <button class="toast__dismiss-btn cursor-pointer babybear:self-center mamabear:self-center papabear:self-start pt-3 pb-2 papabear:py-2 pl-0.5 pr-0" data-id="toast__dismiss-btn" aria-label="Close"> <svg width="24" height="24" class="fill-color-icon"><path d="M13 4.32 9.31 8 13 11.69 11.69 13 8 9.31 4.31 13 3 11.69 6.69 8 3 4.31 4.31 3 8 6.69 11.68 3Z"></path></svg> </button> </div> </template> <template id="toast-icon-caution"> <icon class="text-color-icon-caution toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/u6kgm8vi5s4rhtbgmjlphlp6"></icon> </template> <template id="toast-icon-error"> <icon class="text-color-icon-negative toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2ffvlzyh9wb65459t9va8w2ph"></icon> </template> <template id="toast-icon-gdpr"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0d85elrpgg38lskvq1kvzb3"></icon> </template> <template id="toast-icon-notify"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/de23f5me7dfm17unsj9up4vga"></icon> </template> <template id="toast-icon-success"> <icon class="text-color-icon-positive toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c44ryoszao52cyd0y87z7s0uf"></icon> </template> <template id="toast-cta"> <a class="toast__cta cta-link font-medium ml-0.5 text-sm text-inherit inline" target="_blank"></a> </template> </div> <script src="https://static.licdn.com/aero-v1/sc/h/4kdl05tfo7lc1e6o63oput2ah" async></script> <!----> <script src="https://static.licdn.com/aero-v1/sc/h/6m1b8t00vuxmc30ew42uoizb7" async defer></script> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/81wy0f4hfrhoilx9eqdwg202z" data-module-id="media-player"></script> <!----> </body> </html>