AI at Meta | LinkedIn

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Together with the AI community, we’re pushing boundaries through open science to create a more connected world. | Through open science and collaboration with the AI community, we are pushing the boundaries of artificial intelligence to create a more connected world. We can’t advance the progress of AI alone, so we actively engage with the AI research and academic communities. Our goal is to advance AI in Infrastructure, Natural Language Processing, Generative AI, Vision, Human-Computer Interaction and many other areas of AI enable the community to build safe and responsible solutions to address some of the world’s greatest challenges."> <meta property="og:title" content="AI at Meta | LinkedIn"> <meta property="og:description" content="AI at Meta | 912,420 followers on LinkedIn. Together with the AI community, we’re pushing boundaries through open science to create a more connected world. | Through open science and collaboration with the AI community, we are pushing the boundaries of artificial intelligence to create a more connected world. We can’t advance the progress of AI alone, so we actively engage with the AI research and academic communities. 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Together with the AI community, we’re pushing boundaries through open science to create a more connected world. | Through open science and collaboration with the AI community, we are pushing the boundaries of artificial intelligence to create a more connected world. We can’t advance the progress of AI alone, so we actively engage with the AI research and academic communities. 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<div class="cover-img__image-frame relative w-full overflow-hidden pb-[calc((134/782)*100%)]"> <div class="cover-img__image-position absolute top-0 right-0 bottom-0 left-0 "> <img class="cover-img__image relative w-full h-full object-cover" src="https://media.licdn.com/dms/image/v2/D563DAQGY2TfWFt0Psg/image-scale_191_1128/image-scale_191_1128/0/1695838132121/aiatmeta_cover?e=2147483647&v=beta&t=UjMHP5Il6aIAuZ1hPFTXA8dLxvlRIGw06Oxm3QrMp2E" fetchpriority="auto" data-embed-id="cover-image" alt> </div> </div>  </figure> <div class="top-card-layout__card relative p-2 papabear:p-details-container-padding"> <div class="top-card-layout__entity-image-container flex"> <img class="inline-block relative w-16 h-16 top-card-layout__entity-image shadow-color-shadow shadow-[0_4px_12px] border-2 border-solid border-color-surface mt-[-70px] mb-[14px] papabear:border-4 papabear:mt-[-100px] papabear:mb-[18px]" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0BAQEH4nbL2sl5gA/company-logo_200_200/company-logo_200_200/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=G50kaJYcPqGrvwNEtB7PX9rf8MWOVXfW6zjkV0C4jEA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/5fnrxyask3t3av1g9ym526ben" alt="AI at Meta"> </div> <div class="top-card-layout__entity-info-container flex flex-wrap papabear:flex-nowrap"> <div class="top-card-layout__entity-info flex-grow flex-shrink-0 basis-0 babybear:flex-none babybear:w-full babybear:flex-none babybear:w-full"> <h1 class="top-card-layout__title font-sans text-lg papabear:text-xl font-bold leading-open text-color-text mb-0"> AI at Meta </h1> <h2 class="top-card-layout__headline break-words font-sans text-md leading-open text-color-text"> Research Services </h2> <h3 class="top-card-layout__first-subline font-sans text-md leading-open text-color-text-low-emphasis"> Menlo Park, California <span class="before:middot"></span> 912,420 followers </h3> <h4 class="top-card-layout__second-subline font-sans text-sm leading-open text-color-text-low-emphasis mt-0.5"> <span class="line-clamp-2">Together with the AI community, we’re pushing boundaries through open science to create a more connected world.</span> </h4> <div class="top-card-layout__cta-container flex flex-wrap mt-0.5 papabear:mt-0 ml-[-12px]"> <a class="top-card-layout__cta mt-2 ml-1.5 h-auto babybear:flex-auto top-card-layout__cta--primary btn-md btn-primary" href="https://www.linkedin.com/login?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&fromSignIn=true&trk=top-card_top-card-primary-button-top-card-primary-cta" data-tracking-control-name="top-card_top-card-primary-button-top-card-primary-cta" data-tracking-will-navigate> Follow </a>  </div> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 top-card-layout__ellipsis-menu mr-1 papabear:mt-0.5 papabear:mr-2"> <div 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We can’t advance the progress of AI alone, so we actively engage with the AI research and academic communities. Our goal is to advance AI in Infrastructure, Natural Language Processing, Generative AI, Vision, Human-Computer Interaction and many other areas of AI enable the community to build safe and responsible solutions to address some of the world’s greatest challenges.</p> <dl class="mt-6"> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__website"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Website </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> <a class="link-no-visited-state hover:no-underline" data-tracking-control-name="about_website" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fai%2Emeta%2Ecom%2F&urlhash=bBDR&trk=about_website" target="_blank" rel="noopener" data-tracking-will-navigate aria-describedby="websiteLinkDescription"> https://ai.meta.com/ <icon class="align-middle" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/49229g4q0jsla5l1xojq1wob9" aria-hidden="true"></icon> </a> <p class="hidden" id="websiteLinkDescription">External link for AI at Meta</p> </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__industry"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Industry </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> Research Services </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__size"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Company size </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> 10,001+ employees </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__headquarters"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Headquarters </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> Menlo Park, California </dd> </div>  <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__specialties"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Specialties </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> research, engineering, development, software development, artificial intelligence, machine learning, machine intelligence, deep learning, computer vision, engineering, computer vision, speech recognition, and natural language processing </dd> </div> </dl> </div> </section> <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 updates" data-test-id="updates">  <h2 class="core-section-container__title section-title"> Updates </h2>  <div class="core-section-container__content break-words"> <ul class="updates__list"> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/aiatmeta_today-were-excited-to-premiere-meta-movie-activity-7247953994730348544--lg1" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 1"> </a> <article class="relative pt-1.5 px-2 pb-0 bg-color-background-container container-lined main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7247953994730348544" data-featured-activity-urn="urn:li:activity:7247953994730348544" data-attributed-urn="urn:li:ugcPost:7247786237216862209" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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" 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data-semaphore-content-urn="urn:li:activity:7247953994730348544" data-semaphore-tracking-prefix="organization_guest_main-feed-card_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 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 attributed-text-segment-list__content-truncated" dir="ltr" data-test-id="main-feed-activity-card__commentary">🎥 Today we’re excited to premiere Meta Movie Gen: the most advanced media foundation models to-date. Developed by AI research teams at Meta, Movie Gen delivers state-of-the-art results across a range of capabilities. We’re excited for the potential of this line of research to usher in entirely new possibilities for casual creators and creative professionals alike. More details and examples of what Movie Gen can do ➡️ <a class="link" href="https://go.fb.me/00mlgt?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/00mlgt</a> Movie Gen Research Paper ➡️ <a class="link" href="https://go.fb.me/zfa8wf?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/zfa8wf</a> 🛠️ Movie Gen models and capabilities • Movie Gen Video: A 30B parameter transformer model that can generate high-quality and high-definition images and videos from a single text prompt. • Movie Gen Audio: A 13B parameter transformer model can take a video input along with optional text prompts for controllability to generate high-fidelity audio synced to the video. It can generate ambient sound, instrumental background music and foley sound — delivering state-of-the-art results in audio quality, video-to-audio alignment and text-to-audio alignment. • Precise video editing: Using a generated or existing video and accompanying text instructions as an input it can perform localized edits such as adding, removing or replacing elements — or global changes like background or style changes. • Personalized videos: Using an image of a person and a text prompt, the model can generate a video with state-of-the-art results on character preservation and natural movement in video. We’re continuing to work closely with creative professionals from across the field to integrate their feedback as we work towards a potential release. 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text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 4d  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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="organization_guest_main-feed-card_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 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We shared more on our work on Salsa — as well as seven other new releases for the open source community in this post ➡️ <a class="link" href="https://go.fb.me/h3f1fl?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/h3f1fl</a></p> <button class="attributed-text-segment-list__btn-truncation absolute right-0 bottom-0 pl-1 bg-color-background-container text-color-text-secondary text-sm font-medium babybear:font-bold invisible cursor-pointer hover:text-color-link-hover hover:underline" data-feed-action="see-more-post" data-feed-action-category="EXPAND" data-feed-action-type="expandCommentaryText" data-feed-control="commentary_expand" aria-hidden="true" tabindex="0"> …more </button> </div>  <div class="share-native-video w-main-feed-card-media " data-test-id="feed-native-video-content">  <video class="share-native-video__node video-js" 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Llama Guard 3 1B research paper ➡️ <a class="link" href="https://go.fb.me/o8y8m1?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/o8y8m1</a> Llama Guard 3 Vision research paper ➡️ <a class="link" href="https://go.fb.me/1cb0xh?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/1cb0xh</a> Our hope in releasing this research openly is that it helps practitioners build new customizable safeguard models — and that this work inspires further research and development in LLM safety.</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 " 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class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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" 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whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">The NVIDIA team shared more on how they optimized Llama 3.2 on-device and vision models for performance and cost-efficiency from data-center scale all the way to low-power edge devices.</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:7264700147907928064" data-activity-urn="urn:li:activity:7264700148843200512" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://www.linkedin.com/showcase/nvidia-ai/?trk=organization_guest_main-feed-card_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/D560BAQGe-H392ULJ-Q/company-logo_100_100/company-logo_100_100/0/1724882065232/nvidia_ai_logo?e=2147483647&v=beta&t=RAT2j9BRLoVX54vWraaJYhN7AZFZDRCECFRyUHVjSQ4" 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 NVIDIA AI, 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/showcase/nvidia-ai/?trk=organization_guest_main-feed-card_reshare_feed-actor-name" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare_feed-actor-name" aria-label="View organization page for NVIDIA AI" data-tracking-will-navigate> NVIDIA AI </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  1,129,148 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1w  </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">🦙 Llama 3.2 model collection from <a class="link" href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>AI at Meta</a> accelerated with NVIDIA <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Ftensorrt&trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>#TensorRT</a> and TensorRT <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fllm&trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>#LLM</a> ⚡ Tech Blog: ➡️ <a class="link" href="https://lnkd.in/gX8dwdAQ?trk=organization_guest_main-feed-card_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>https://lnkd.in/gX8dwdAQ</a> ✅ reduced cost and latency ✅ unparalleled throughput ✅ optimal end-user experience </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 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data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="525 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="525" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 525 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-comments" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="18" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 18 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_like-cta" data-tracking-control-name="organization_guest_main-feed-card_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_comment-cta" data-tracking-control-name="organization_guest_main-feed-card_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <a class="social-action-bar__button share-button" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_share-cta" data-tracking-control-name="organization_guest_main-feed-card_share-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2"> </icon> <span class="social-action-bar__button-text "> Share </span> </a>  </div>  </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/aiatmeta_emnlp2024-activity-7262891941128740864-gJMe" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 5"> </a> <article class="relative pt-1.5 px-2 pb-0 bg-color-background-container container-lined main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7262891941128740864" data-featured-activity-urn="urn:li:activity:7262891941128740864" data-attributed-urn="urn:li:ugcPost:7262891940113723393" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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="organization_guest_main-feed-card_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?fromSignIn=true&session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_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:7262891941128740864" data-semaphore-tracking-prefix="organization_guest_main-feed-card_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 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">Whether you're attending <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Femnlp2024&trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>#EMNLP2024</a> in person or following from your feed, here are five research papers being presented by AI research teams at Meta to add to your reading list. 1. Distilling System 2 into System 1: <a class="link" href="https://go.fb.me/5l9832?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/5l9832</a> 2. Altogether: Image Captioning via Re-aligning Alt-text: <a class="link" href="https://go.fb.me/1eanji?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/1eanji</a> 3. Beyond Turn-Based Interfaces: Synchronous LLMs for Full-Duplex Dialogue: <a class="link" href="https://go.fb.me/e25irp?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/e25irp</a> 4. Memory-Efficient Fine-Tuning of Transformers via Token Selection: <a class="link" href="https://go.fb.me/c67v9h?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/c67v9h</a> 5. To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning: <a class="link" href="https://go.fb.me/9cknbp?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/9cknbp</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 gap-0.125 h-[425px] babybear:h-[360px]" data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-3 " 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/D5622AQH1G60b_qZfxA/feedshare-shrink_800/feedshare-shrink_800/0/1731608375133?e=2147483647&v=beta&t=uui3Cf9Zm4WXuoj8csc2pFxm0K7mx9sDnhLGzUxTszQ" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-3 " data-test-id="feed-images-content__list-item" data-position="1"> <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/D5622AQFCAqLezONk4Q/feedshare-shrink_800/feedshare-shrink_800/0/1731608375237?e=2147483647&v=beta&t=BxdPpzLRKduLfgyNSsJvkqXXsC-Ejy-nLq0FrcR4kdg" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-2 " data-test-id="feed-images-content__list-item" data-position="2"> <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/D5622AQFqpuxTnnC7BA/feedshare-shrink_800/feedshare-shrink_800/0/1731608375330?e=2147483647&v=beta&t=TO1AsS7kY4UQJlxfh89KHawyurTCwQvPIdZO5UOzQ5A" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-2 " data-test-id="feed-images-content__list-item" data-position="3"> <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/D5622AQHf3ZplGnenBw/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1731608375399?e=2147483647&v=beta&t=2qtr7TCMCBbIpQOILv4pxJHZYIUQAxaWIXf4_MvtTCw" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-2 " data-test-id="feed-images-content__list-item" data-position="4"> <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/D5622AQGOqalj5-24nQ/feedshare-shrink_800/feedshare-shrink_800/0/1731608375154?e=2147483647&v=beta&t=yvIjLHaKSqslVBvLfmcPf-T2sb9M-c3f3Nhg7OLpzfo" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>    <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></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?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="1,580 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="1580" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4v7dh2d6cuqm24mzps1pqzeqt" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 1,580 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-comments" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="31" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 31 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_like-cta" data-tracking-control-name="organization_guest_main-feed-card_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_comment-cta" data-tracking-control-name="organization_guest_main-feed-card_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <a class="social-action-bar__button share-button" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_share-cta" data-tracking-control-name="organization_guest_main-feed-card_share-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2"> </icon> <span class="social-action-bar__button-text "> Share </span> </a>  </div>  </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/aiatmeta_newly-published-in-the-latest-issue-of-science-activity-7262570861763665921-eHnl" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 6"> </a> <article class="relative pt-1.5 px-2 pb-0 bg-color-background-container container-lined main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7262570861763665921" data-featured-activity-urn="urn:li:activity:7262570861763665921" data-attributed-urn="urn:li:share:7262570861092569088" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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" 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whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Newly published in the latest issue of Science Robotics today: NeuralFeels with neural fields — Visuotactile perception for in-hand manipulation.</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:7262549148313305088" data-activity-urn="urn:li:activity:7262549149726732289" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://www.linkedin.com/in/sudharshansuresh?trk=organization_guest_main-feed-card_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="organization_guest_main-feed-card_reshare_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQEmvrO5Oo_c-g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1543556813079?e=2147483647&v=beta&t=h-OymLtGz_szWkItW9bZenvczuW0E_Wb8CcCTkrgwI4" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Sudharshan Suresh, 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/sudharshansuresh?trk=organization_guest_main-feed-card_reshare_feed-actor-name" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare_feed-actor-name" aria-label="View profile for Sudharshan Suresh" data-tracking-will-navigate> Sudharshan Suresh </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Research Scientist, Boston Dynamics </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1w  </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">For robot dexterity, a missing piece is general, robust perception. Our new Science Robotics article combines multimodal sensing with neural representations to perceive novel objects in-hand. See it on the cover of the November issue! <a class="link" href="https://lnkd.in/ezZRs5dN?trk=organization_guest_main-feed-card_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>https://lnkd.in/ezZRs5dN</a> We estimate pose and shape by learning neural field models online from a stream of vision, touch, and proprioception. The frontend achieves robust segmentation and depth prediction for vision and touch. The backend combines this information into a neural field, while also optimizing for pose. Vision-based touch (<a class="link" href="http://digit.ml/digit?trk=organization_guest_main-feed-card_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>digit.ml/digit</a>) perceives contact geometries as images, and we train an image-to-depth tactile transformer in simulation. For visual segmentation, we combine powerful foundation models (SAMv1) with robot kinematics. It doubles up as a multimodal pose tracker, when provided CAD models of the objects at runtime. For different levels of occlusion, we find that “touch, at the very least, refines and, at the very best, disambiguates visual estimates during in-hand manipulation." We release a large dataset of real-world and simulated visuo-tactile interactions and tactile transformer models on Hugging Face: <a class="link" href="http://bit.ly/hf-neuralfeels?trk=organization_guest_main-feed-card_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>bit.ly/hf-neuralfeels</a> This has been in the pipeline for a while, thanks to my amazing collaborators from <a class="link" href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>AI at Meta</a>, <a class="link" href="https://www.linkedin.com/school/carnegie-mellon-university/?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Carnegie Mellon University</a>, <a class="link" href="https://www.linkedin.com/school/uc-berkeley/?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>University of California, Berkeley</a>, <a class="link" href="https://de.linkedin.com/school/tu-dresden/?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Technische Universität Dresden</a>, and <a class="link" href="https://de.linkedin.com/company/centrefortactileinternet?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>CeTI</a>: <a class="link" href="https://www.linkedin.com/in/haozhi-qi-24031491?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Haozhi Qi</a>, <a class="link" href="https://www.linkedin.com/in/tingfan-wu-5359669?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Tingfan Wu</a>, <a class="link" href="https://www.linkedin.com/in/taosha-f-1b4090161?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Taosha F.</a>, <a class="link" href="https://ca.linkedin.com/in/lpineda-fb?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Luis Pineda</a>, <a class="link" href="https://www.linkedin.com/in/mike-maroje-lambeta?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Mike Maroje Lambeta</a>, <a class="link" href="https://www.linkedin.com/in/jitendra-malik-60b55823b?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Jitendra MALIK</a>, <a class="link" href="https://www.linkedin.com/in/mrinalkalakrishnan?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Mrinal Kalakrishnan</a>, <a class="link" href="https://de.linkedin.com/in/rcalandra?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Roberto Calandra</a>, <a class="link" href="https://www.linkedin.com/in/michaelkaess?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Michael Kaess</a>, <a class="link" href="https://uk.linkedin.com/in/joseph-ortiz-620709130?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Joseph Ortiz</a>, and <a class="link" href="https://www.linkedin.com/in/mhmukadam?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Mustafa Mukadam</a> Paper: <a class="link" href="https://lnkd.in/ezZRs5dN?trk=organization_guest_main-feed-card_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>https://lnkd.in/ezZRs5dN</a> Project page: <a class="link" href="https://lnkd.in/dCPCs4jQ?trk=organization_guest_main-feed-card_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>https://lnkd.in/dCPCs4jQ</a> <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fscienceroboticsresearch&trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>#ScienceRoboticsResearch</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 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data-attributed-urn="urn:li:ugcPost:7260745350922031104" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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" 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whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Together with <a class="link" href="https://in.linkedin.com/company/reskilll?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Reskilll</a>, we hosted the first official Llama Hackathon in India. This hackathon brought together 270+ developers & 25+ mentors from across industries in Bengaluru. The result? 75 impressive new projects built with Llama in just 30h of hacking! Read the full recap, including details on some of the top projects like CurePharmaAI, CivicFix, Evalssment and Aarogya Assist ➡️ <a class="link" href="https://go.fb.me/0n8xkz?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/0n8xkz</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 gap-0.125 h-[425px] babybear:h-[360px]" data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-3 " 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/D5622AQH-vdYlqsWTww/feedshare-shrink_800/feedshare-shrink_800/0/1731096587677?e=2147483647&v=beta&t=VaEPlQPSINa_3wRkuPY38lkHLQoSZ4_7UJsS9ZPv8hI" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-3 " data-test-id="feed-images-content__list-item" data-position="1"> <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/D5622AQGX2JpM-rKyPw/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1731096587079?e=2147483647&v=beta&t=OXJj7R4hNqcXR1Qn1b_nTyACcIQfYsemzHRjJ_oRFbU" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-2 " data-test-id="feed-images-content__list-item" data-position="2"> <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/D5622AQGygnAb4j95uQ/feedshare-shrink_800/feedshare-shrink_800/0/1731096585606?e=2147483647&v=beta&t=q4nAhKu5qwLcL2a-_h0AmPKTLCxnqjI2iFaLjZEMAtg" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-2 " data-test-id="feed-images-content__list-item" data-position="3"> <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/D5622AQHbIBNZoiseLA/feedshare-shrink_800/feedshare-shrink_800/0/1731096587010?e=2147483647&v=beta&t=RbMx21uTKsCLzCIEFhbeeLFFYXrRUi6YSCquXckVbwI" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> <li class="bg-color-background-container-tint text-[0px] col-span-2 relative " data-test-id="feed-images-content__list-item" data-position="4"> <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/D5622AQE7kote-VOLvw/feedshare-shrink_800/feedshare-shrink_800/0/1731096586862?e=2147483647&v=beta&t=IhgP2OMG890XaIdrV_JQ5AO-l6VtsQVUOYyNzsrReOs" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image"> <div class="absolute inset-0 bg-black-a60 text-center text-display-md text-white leading-[170px] babybear:leading-[150px]" data-test-id="feed-images-content__overlay"> +13 </div>  </li> </ul>    <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></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?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="679 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="679" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 679 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-comments" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="19" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 19 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_like-cta" data-tracking-control-name="organization_guest_main-feed-card_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_comment-cta" data-tracking-control-name="organization_guest_main-feed-card_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <a class="social-action-bar__button share-button" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_share-cta" data-tracking-control-name="organization_guest_main-feed-card_share-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2"> </icon> <span class="social-action-bar__button-text "> Share </span> </a>  </div>  </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/aiatmeta_corl2024-activity-7260452810012385282-lOEQ" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 8"> </a> <article class="relative pt-1.5 px-2 pb-0 bg-color-background-container container-lined main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7260452810012385282" data-featured-activity-urn="urn:li:activity:7260452810012385282" data-attributed-urn="urn:li:ugcPost:7260452765108195329" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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="organization_guest_main-feed-card_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?fromSignIn=true&session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_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:7260452810012385282" data-semaphore-tracking-prefix="organization_guest_main-feed-card_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 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 attributed-text-segment-list__content-truncated" dir="ltr" data-test-id="main-feed-activity-card__commentary">We're at <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fcorl2024&trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>#CoRL2024</a> this week in Munich presenting our latest robotics research. On the ground in in Munich? We're demoing our recently released work on Meta Sparsh & Meta Digit 360 — and more at our booth. Following from your feed? Read more about this work ➡️ <a class="link" href="https://go.fb.me/8ofmuy?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/8ofmuy</a></p> <button class="attributed-text-segment-list__btn-truncation absolute right-0 bottom-0 pl-1 bg-color-background-container text-color-text-secondary text-sm font-medium babybear:font-bold invisible cursor-pointer hover:text-color-link-hover hover:underline" data-feed-action="see-more-post" data-feed-action-category="EXPAND" data-feed-action-type="expandCommentaryText" data-feed-control="commentary_expand" aria-hidden="true" tabindex="0"> …more </button> </div>  <div class="share-native-video w-main-feed-card-media " data-test-id="feed-native-video-content">  <video class="share-native-video__node video-js" crossorigin="anonymous" data-sources="[{"src":"https://dms.licdn.com/playlist/vid/v2/D5605AQFloT9LKzjehA/mp4-640p-30fp-crf28/mp4-640p-30fp-crf28/0/1731026846186?e=2147483647&v=beta&t=Y9aaE_jTOcBGcajNagqo2TzgWbgCKV9LphRFkRB-ySI","type":"video/mp4","data-bitrate":300535},{"src":"https://dms.licdn.com/playlist/vid/v2/D5605AQFloT9LKzjehA/mp4-720p-30fp-crf28/mp4-720p-30fp-crf28/0/1731026844504?e=2147483647&v=beta&t=RbJzEAORoht1pOY1XwDZWqdhis_WXVqdeUstv9_rgW0","type":"video/mp4","data-bitrate":407522}]" data-poster-url="https://media.licdn.com/dms/image/v2/D5605AQFloT9LKzjehA/videocover-high/videocover-high/0/1731026835303?e=2147483647&v=beta&t=l7kmiimV1MOdyy3u657t3mxxren7EexbGDKrcxZCNrE" data-aspect-ratio="1.7777778" data-adaptive-aspect-ratio="true" data-digitalmedia-asset-urn="urn:li:digitalmediaAsset:D5605AQFloT9LKzjehA" data-tracking-id="1ymuf9/MSkqjUUb1nzsVxA==" playsinline> </video> </div>    <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></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?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="844 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="844" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 844 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-comments" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="28" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 28 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " 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</icon> <span class="social-action-bar__button-text "> Comment </span> </a> <a class="social-action-bar__button share-button" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_share-cta" data-tracking-control-name="organization_guest_main-feed-card_share-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2"> </icon> <span class="social-action-bar__button-text "> Share </span> </a>  </div>  </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/aiatmeta_join-us-in-san-francisco-or-online-this-activity-7259294240071929857-WGz7" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 9"> </a> <article class="relative pt-1.5 px-2 pb-0 bg-color-background-container container-lined main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7259294240071929857" data-featured-activity-urn="urn:li:activity:7259294240071929857" data-attributed-urn="urn:li:share:7259294238759149569" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 3w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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="organization_guest_main-feed-card_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?fromSignIn=true&session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_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:7259294240071929857" data-semaphore-tracking-prefix="organization_guest_main-feed-card_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 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">Join us in San Francisco (or online) this weekend for a Llama Impact Hackathon! Teams will be spending two days building new ideas and solutions with Llama 3.1 + Llama 3.2 vision and on-device models. Three challenge tracks for this hackathon: 1. Expanding Low-Resource Languages 2. Reducing Barriers for Llama Developers 3. Navigating Public Services Join us and build for a chance to win awards from a $15K prize pool ➡️ <a class="link" href="https://go.fb.me/vnzbd3?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/vnzbd3</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/D5622AQEjHvlzFfXszQ/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1730750617356?e=2147483647&v=beta&t=G2T-tPRVqHaefU0e9tOGNtgm0-dFUfz69_dWH3BqQhA" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>    <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></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?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="519 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="519" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 519 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_social-actions-comments" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="31" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 31 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_like-cta" data-tracking-control-name="organization_guest_main-feed-card_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_comment-cta" data-tracking-control-name="organization_guest_main-feed-card_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <a class="social-action-bar__button share-button" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_share-cta" data-tracking-control-name="organization_guest_main-feed-card_share-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2"> </icon> <span class="social-action-bar__button-text "> Share </span> </a>  </div>  </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/aiatmeta_today-at-meta-fair-were-announcing-three-activity-7257785460603650048-4PUg" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 10"> </a> <article class="relative pt-1.5 px-2 pb-0 bg-color-background-container container-lined main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7257785460603650048" data-featured-activity-urn="urn:li:activity:7257785460603650048" data-attributed-urn="urn:li:ugcPost:7257555564744835072" data-id="main-feed-card">   <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_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/C4E0BAQEH4nbL2sl5gA/company-logo_100_100/company-logo_100_100/0/1635539130887/facebookai_logo?e=2147483647&v=beta&t=fU3gtDmba_2j5QphF1QsGpoSSenlap6BSpUAd6xqC5w" 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 AI at Meta, 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/showcase/aiatmeta/?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for AI at Meta" data-tracking-will-navigate> AI at Meta </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  912,420 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 3w  </time>  </span> </div>  </div> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5" 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="organization_guest_main-feed-card_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?fromSignIn=true&session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Faiatmeta%2F&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_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:7257785460603650048" data-semaphore-tracking-prefix="organization_guest_main-feed-card_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 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 attributed-text-segment-list__content-truncated" dir="ltr" data-test-id="main-feed-activity-card__commentary">Today at Meta FAIR we’re announcing three new cutting-edge developments in robotics and touch perception — and a new benchmark for human-robot collaboration to enable future work in this space. Details on all of this new work ➡️ <a class="link" href="https://go.fb.me/vdcn2b?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://go.fb.me/vdcn2b</a> 1. Meta Sparsh is the first general-purpose encoder for vision-based tactile sensing that works across many tactile sensors and many tasks. Trained on 460K+ tactile images using self-supervised learning. 2. Meta Digit 360 is a breakthrough artificial fingertip-based tactile sensor, equipped with 18+ sensing features to deliver detailed touch data with human-level precision and touch-sensing capabilities. 3. Meta Digit Plexus is a standardized platform for robotic sensor connections and interactions. It provides a hardware-software solution to integrate tactile sensors on a single robot hand and enables seamless data collection, control and analysis over a single cable. To make these advancements more accessible for different applications, we’re partnering with <a class="link" href="https://www.linkedin.com/company/gelsight?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>GelSight</a> and <a class="link" href="https://kr.linkedin.com/company/wonikrobotics?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Wonik Robotics(원익로보틱스)</a> to develop and commercialize these touch-sensing innovations. Additionally, looking towards the future, we’re releasing PARTNR: a benchmark for Planning And Reasoning Tasks in humaN-Robot collaboration. Built on Habitat 3.0, it’s the largest benchmark of its kind to study and evaluate human-robot collaboration in household activities. We hope that standardizing this work will help to accelerate responsible research and innovation in this important field of study. The potential impact of expanding capabilities and components like these for the open source community ranges from medical research to supply chain, manufacturing and much more. We’re excited to share this work and push towards a future where AI and robotics can serve the greater good.</p> <button class="attributed-text-segment-list__btn-truncation absolute right-0 bottom-0 pl-1 bg-color-background-container text-color-text-secondary text-sm font-medium babybear:font-bold invisible cursor-pointer hover:text-color-link-hover hover:underline" data-feed-action="see-more-post" data-feed-action-category="EXPAND" data-feed-action-type="expandCommentaryText" data-feed-control="commentary_expand" aria-hidden="true" tabindex="0"> …more </button> </div>  <div class="share-native-video w-main-feed-card-media " data-test-id="feed-native-video-content">  <video class="share-native-video__node video-js" crossorigin="anonymous" 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data-tracking-control-name="affiliated-pages" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D0BAQEUwJZ-zBaZsQ/company-logo_100_100/company-logo_100_100/0/1631372374718?e=2147483647&v=beta&t=W1fyph9Bybi5wXUFcDkVYCsk2qejlYLxRn9UkQOJ79A" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> WhatsApp  </h3> <p class="base-aside-card__subtitle font-sans text-sm text-color-text leading-open mt-0.5 break-words "> Software Development </p> <p class="base-aside-card__second-subtitle font-sans text-sm leading-open text-color-text-low-emphasis"> Menlo Park, California </p>    </div>  </a> </li> <li>  <a href="https://www.linkedin.com/showcase/metaforbusiness/?trk=affiliated-pages" target="_self" data-tracking-control-name="affiliated-pages" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link">   <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D0BAQE4gE0Y7OYYaA/company-logo_100_100/company-logo_100_100/0/1635539609182/facebook_for_business_logo?e=2147483647&v=beta&t=PMZ3MYcjJmOG-Ro1QV_RHqKa2T6Z-IVtUQkC2SFVsUg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Meta for Business  </h3> 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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">  <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">  <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">  <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">  <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">  <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">  <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">  <button aria-label="ภาษาไทย (Thai)" class="font-sans text-xs link block 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