Microsoft Research Forum

<!DOCTYPE html> <html lang="en" dir="ltr"> <head>  <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> <meta http-equiv="x-ua-compatible" content="ie=edge"> <title>Microsoft Research Forum | Home</title>  <link rel="shortcut icon" href=https://ospcdn.event.microsoft.com/eventrenderer/assets/images/MSResearchForumThumbnail_128x128.jpg>  <link type="text/css" rel="stylesheet" href="https://res-1.cdn.office.net/files/fabric-cdn-prod_20230815.002/office-ui-fabric-core/11.1.0/css/fabric.min.css">  <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/jquery3.6.0/dist/js/jquery.min.js></script> <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/jquery3.6.0/dist/js/jquery-ui.min.js></script>  <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/ir1.2.3/dist/js/immersive-reader-sdk.min.js></script>  <link rel="stylesheet" href=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/moray2.12/dist/css/main.min.css>  <link rel="stylesheet" href=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/uhf2.0/dist/css/normalize.min.css> <link rel="stylesheet" href=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/uhf2.0/dist/css/override.min.css> <script src="https://wcpstatic.microsoft.com/mscc/lib/v2/wcp-consent.js"></script> <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/uhf2.0/dist/js/almond.min.js></script> <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/uhf2.0/dist/js/mkt.min.js></script>  <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.11.3/font/bootstrap-icons.min.css">  <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/1ds4.0/ms.analytics-web-4.3.1.min.js></script>  <link rel="stylesheet" href="https://ospcdn.event.microsoft.com/eventrenderer/assets/css/v83/site.min.css" /> <link rel="stylesheet" href="https://ospcdn.event.microsoft.com/eventrenderer/assets/css/v83/responsive.min.css" /> <link rel="stylesheet" href="https://ospcdn.event.microsoft.com/eventrenderer/assets/css/v83/theme.min.css" />  <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/moment2.10.6/dist/js/moment.min.js></script> <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/moment2.10.6/dist/js/moment-timezone.min.js></script> <script type='text/javascript' src=https://ospcdn.event.microsoft.com/eventrenderer/assets/lib/moment2.10.6/dist/js/moment-timezone-with-data.min.js></script>   <script> $(document).ready(function() { $("#layout19_1 .component-cls section").addClass("Banner-content1"); $('.Banner-content1 div').after('<div class="col-12 col-md-8 col-xl-6 text-content"><h2 class="text-color mb-0 pb-3"><span style="color: rgb(255, 255, 255);">Episode 3 on-demand</span></h2><div class="area-heading"><div class="row" style="width: 90%;"><div class="col-12"><p><span style="color: rgb(255, 255, 255);">Previously aired on June 4, 2024</span><br><span style="color: rgb(255, 255, 255);"></span></p><br><p><span style="color: rgb(255, 255, 255);">In this episode, researchers at Microsoft emphasized the importance of globally equitable AI, addressing challenges such as data representation and inclusivity. They also shared novel use cases, updates on the latest foundational advances in AI, and transformative applications from industry to material design.</span></p></div></div></div><div class="btn-center-align mt-4"><span style="color: rgb(0, 0, 0);"><a class="btn btn-primary single-button a-link d-inline-block btn-lg btn-style text-center mobile-view-padding" id="WatchOnDemandbtn" style="background-color: rgb(255, 255, 255); text-decoration: none; color: rgb(0, 0, 0) !important;" href="https://aka.ms/ResearchForum-Jun2024" target="_blank" rel="noopener" aria-label="Watch on demand">Watch on-demand</a></span></div></div>'); var windowWidth= $(window).width(); function setEqualMarginForBanner(){ if(windowWidth >= 860){ var textcontentHeight = $(".text-content").height(); var section19height = $("#section19").height(); var heightCal = Math.abs(textcontentHeight - section19height)/2; var textcontentHegihtCal = $('.text-content'); textcontentHegihtCal.css('marginTop', heightCal + 'px'); } } 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.c-uhfh.c-sgl-stck>div:first-child { border-bottom: 0px solid #fff !important; } #c1_Register span{ display: block !important; } #overflow-menu .moreBtn_underlinkAlignemnt{ padding: 16px 30px 11px 12px !important; } #overflow-menu-list .registerBtn_underMenu{ padding: 16px 8px 14px 12px !important; } @media (max-width: 539px){ #sectionOuter2 { padding-top: 0rem!important; } #layout2_1:nth-child(2) { display: none; } #rml_paddingbottom { padding-bottom: 0px !important; } } /*.episodebeltcontent-p-ml-mt { padding: 0px 300px 50px 300px !important; }*/ /*episode belt content alignment */ /*.episodebeltcontent-p-ml{ padding: 0px 54px 50px 54px !important; } @media screen and (min-width: 380px) and (max-width: 400px){ .episodebeltcontent-p-ml { padding: 0px 40px 50px 40px !important; } } @media screen and (min-width: 401px) and (max-width: 437px){ .episodebeltcontent-p-ml{ padding: 0px 40px 50px 40px !important } } @media screen and (min-width: 408px) and (max-width: 475px){ .episodebeltcontent-p-ml{ padding: 0px 60px 50px 60px !important*/ /*0px 45px 50px 45px*/ /*} }*/ /*@media screen and (min-width: 500px) and (max-width: 540px){ .episodebeltcontent-p-ml{ padding: 0px 60px 50px 60px !important } } @media screen and (min-width: 541px) and (max-width: 635px){ .episodebeltcontent-p-ml{ padding: 0px 70px 50px 70px !important } } @media screen and (min-width: 535px) and (max-width: 699px){ .episodebeltcontent-p-ml{ padding: 0px 85px 50px 85px !important } } @media screen and (min-width: 700px) and (max-width: 859px){ .episodebeltcontent-p-ml{ padding: 0px 92px 50px 92px !important } } @media screen and (min-width: 860px) and (max-width: 956px){ .episodebeltcontent-p-ml{ padding: 0px 130px 50px 130px !important } } @media screen and (min-width: 856px) and (max-width: 1000px){ .episodebeltcontent-p-ml{ padding: 0px 135px 50px 135px !important } }*/ #sectionOuter13 { background-attachment: scroll; } #sectionOuter13 { background-position: bottom !important; height: 350px; } @media (min-width: 280px) and (max-width: 700px){ #sectionOuter13{ height: 450px !important; } } @media (min-width: 701px) and (max-width: 1000px){ #sectionOuter13{ height: 490px !important; } } @media (min-width: 1000px) and (max-width: 1084px){ #sectionOuter13{ height: 535px !important; } } @media (min-width: 1084px) and (max-width: 1400px){ #sectionOuter13{ height: 540px !important; } } @media (min-width: 1400px) and (max-width: 1920px){ #sectionOuter13{ height: 500px !important; } } @media (min-width: 1920px) and (max-width: 3000px){ #sectionOuter13{ height: 530px !important; } } @media (min-width: 280px) and (max-width: 368px){ #sectionOuter2 { padding-bottom: 0rem!important; } } .btn-alignment{ margin-top: -20px !important; } @media screen and (max-width: 475px){ .btn-alignment{ margin-top: -30px !important; } } .episodebelt_upcoming_btn{ margin-top: -40px !important; } @media screen and (max-width: 400px){ .btn-alignment{ font-size: 15px !important; } } @media screen and (min-width: 700px) and (max-width: 750px){ .btn-alignment{ margin-top: -20px !important; } } @media (min-width: 370px) and (max-width: 392px){ #sectionOuter2 { padding-bottom: 1rem!important; } } #Register-background{ padding-bottom: 45px !important; } .c-uhfh.c-sgl-stck nav #c1_Support:after{ padding-top: 7px !important; } .c-uhf-menu button { padding: 16px 30px 30px 15px !important; } #c1_About_Microsoft_Research{ padding-bottom: 12px !important; } .c-uhfh.c-sgl-stck nav a.c-uhf-nav-link{ padding-top: 15px !important; } @media screen and (max-width: 859px){ #c1_Briefing{ padding-bottom: 12px !important; } } @media (min-width: 540px) and (max-width: 580px){ .Ep-2{ margin-top: 28px; } } @media (min-width: 1084px) and (max-width: 1500px){ .Ep-2{ margin-top: 25px; } .Ep-3{ margin-top: 50px; } .Ep-4{ margin-top: 50px; } } @media (min-width: 1378px) and (max-width: 1500px){ .Ep-2{ margin-top: 50px; } } @media (min-width: 540px) and (max-width: 859px){ #sectionOuter2{ background: linear-gradient(to bottom, rgb(255, 255, 255), rgb(255, 255, 255), rgba(255, 255, 255, 0), rgba(255, 255, 255, 0)) !important; } } /*code for register button black and white color change below 859px*/ @media (min-width: 280px) and (max-width: 859px){ #Register-background{ background-color: black !important; } #c1_Register{ color: white !important; } } /*.btn-center-align{ text-align: center; } @media screen and (max-width: 500px){ .btn-center-align{ margin-top: -70px; } } @media screen and (min-width: 501px){ .btn-center-align{ margin-top: -45px; } }*/ @media screen and (max-width: 400px){ .mobile-view-padding{ padding: 0.4rem !important; } } .iosbgimage { position: fixed; width: 100%; height: 100%; background-size: cover; top: 0; right: 0; z-index: -1000; background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/Homepage-BG1-Dynamic-2496x1664.png'); background-repeat: no-repeat; min-height: 80vh; } .main { background-size : unset !important ; } @media screen and (min-width: 540px) { .iosbgimage { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/modified_background_images/signin_bg_img_540to859.png') !important; /*background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/HomepageBackground-540x960.png') !important;*/ background-size : cover !important ; } } @media screen and (min-width: 860px) { .iosbgimage { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/modified_background_images/signin_bg_img_860to1083.png') !important; /*background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/Homepage-840x1145.png') !important;*/ background-size : cover !important ; } } @media screen and (min-width: 1084px) { .iosbgimage { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/HomepageBackground1920x1080.png') !important; background-size : cover !important ; background-position: center; } } @media screen and (min-width: 1920px) { .iosbgimage { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/Homepage-BG1-Dynamic-2496x1664.png') !important; background-size : cover !important ; background-position: center; } } @media screen and (min-width: 2100px) { .iosbgimage { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/Homepage-BG1-Dynamic-2496x1664.png') !important; background-position: center; } } @media screen and (min-width: 3000px) { .iosbgimage { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/Homepage_3840x2160.png') !important; background-size : cover !important ; background-position: center; } } #sectionOuter13{ background-attachment: scroll; } /* phase 1.2 alignment issue 01.12 */ #layout5_2{ background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/Phase1.2/Video_Banner/EventBannerRegister1-Phase1.2-Unauthenticated-1166x656-2.png'); background-attachment: scroll; } @media screen and (max-width: 859px) { #layout5_2 { position : relative !important; top:0 !important; width: 100% !important; right: 0 !important; height: 300px !important; font-size: 13px !important; min-width: 200px !important; } } /* 50/50 component for belt banner */ @media screen and (min-width: 860px){ #sectionOuter20{ display: none; } } /* static image for belt banner */ @media screen and (max-width: 860px){ #sectionOuter19{ display: none; } } /* static image for belt banner */ @media screen and (min-width: 860px){ #sectionOuter19{ display: block; } } .text-content{ position: absolute; top: 0%; padding-left: 2rem !important; color:white; /*font-family: Segoe UI;* font-size: 35px; font-weight: 600;*/ font-style: normal; line-height: normal; } @media screen and (min-width: 860px){ .text-content{ margin-left: 50%; width: 50%; } } @media screen and (min-width: 1400px){ .text-content{ margin-left: 47%; width: 50%; } } @media screen and (min-width: 1800px){ .text-content{ font-size: 20px !important; } } @media screen and (max-width: 539px) and (min-width: 280px){ .text-content{ margin-left: -20px !important; font-size: 15px !important; } } #section19{ padding: 0px !important; width: 100%; max-width: 3000px !important; } #layout19_1{ padding: 0px !important; } .btn-outline-primary{ border: none !important; } .pubble-btn{ color: #000 !important; font-size: 0.8rem !important; padding: .625rem .55rem !important; } @media screen and (min-width: 860px) and (max-width: 908px){ .pubble-btn{ font-size: 0.7rem !important; } } @media screen and (min-width: 860px) and (max-width: 1780px){ #sectionOuter5{ padding-right: 14px; margin-left: 1px; } } @media screen and (min-width: 1781px) and (max-width: 3000px){ #layout5_2{ max-width: 32.5%; } } /* phase 1.1 cloned styles */ @media screen and (min-width: 280px) and (max-width: 1106px){ #c1_Register { color: rgb(255,255,255); } } @media screen and (min-width: 280px) and (max-width: 330px){ .episodebelt_context_align { font-size: 0.6rem !important; } } @media screen and (min-width: 330px) and (max-width: 400px){ .episodebelt_context_align { font-size: 0.7rem !important; } } @media screen and (min-width: 400px) and (max-width: 500px){ .episodebelt_context_align { font-size: 0.8rem !important; } } @media screen and (min-width: 500px) and (max-width: 700px){ .episodebelt_context_align { margin-top: -20px !important; font-size: 0.8rem !important; } } @media screen and (min-width: 700px) and (max-width: 1000px){ .episodebelt_context_align { margin-top: -50px !important; } } @media screen and (min-width: 1001px) and (max-width: 1083px){ .episodebelt_context_align { margin-top: -55px !important; } } .font_context_align{ font-size: 0.9rem !important; padding-top: 4px !important; margin-top: 10px !important; } @media screen and (min-width: 1160px) and (max-width: 1210px){ .episodebelt_context_align{ padding-top: 4px !important; } } @media screen and (min-width: 1210px) and (max-width: 1350px){ .episodebelt_context_align{ padding-top: 10px !important; } } @media screen and (min-width: 1400px) and (max-width: 1900px){ .episodebelt_context_align{ padding-top: 15px !important; } } @media screen and (min-width: 2000px) and (max-width: 2999px){ .episodebelt_context_align{ padding-top: 20px !important; } } .3000font_context_align{ padding-top: 20px !important; } #c1_Register{ padding: 10px 8px 11px 6px; } .table-borderless{ margin-bottom: -1px !important; } @media screen and (min-width: 860px) and (max-width: 1084){ .c-uhf-menu>button{ margin-top: 0.5px!important; } } @media screen and (min-width: 1085px) and (max-width: 1213){ .c-uhf-menu>button{ margin-top: 0.5px!important; } } @media screen and (min-width: 860px) and (max-width: 3000px){ .c-uhf-menu button{ padding: 16px 25px 11px 12px !important; /*17.5px 30px 10px 12px */ } } @media screen and (min-width: 860px) { .c-uhf-menu>button { margin-top: 1.7px !important; } } @media screen and (min-width: 1779px) and (max-width: 3000px){ .c-uhf-menu button { padding: 17px 25px 11px 12px !important;/*16px 32px 12px 12px16px 26px 12px 12px */ } .c-uhf-menu>button{ margin-top: 1px !important; } } @media screen and (max-width: 1600px){ #c1_Register{ top: -0.5px !important; } } @media screen and (min-width: 1600px){ #c1_Register{ top: -1px !important; } } #c1_About_Microsoft_Research span { margin-left: 9px !important; } /*Mini footer alignment issues below from 860px to 950px*/ @media screen and (min-width: 860px) and (max-width: 950px){ .c-uhff-base { padding: 30px 2.7% 16px!important; } } /*Mini footer alignment issues below from 950px to 1030px*/ @media screen and (min-width: 950px) and (max-width: 1030px){ .c-uhff-base { padding: 30px 2.5% 16px!important; } } /*Mini footer alignment issues below from 1030px to 1083px*/ @media screen and (min-width: 1030px) and (max-width: 1082px){ .c-uhff-base { padding: 30px 2.4% 16px!important; } } /*Mini footer alignment issues below from 1030px to 1083px*/ @media screen and (min-width: 1084px){ .c-uhff-base { padding: 30px 6% 16px!important; } } .episodebelt_context_align { padding-top: 50px; } /*.agendamobileview tbody tr:first-child{ border: none !important; } .table-borderless tbody tr:first-child{ border-bottom: 2px #2A446F solid !important; }*/ /* Normal agenda */ .remove_agenda_in-mobileview{ display: none; } /* agenda mobile view */ .remove_agenda_mobileview{ display: none; } @media screen and (max-width: 1290px){ #Register-background { padding-top: 6px !important; padding-left: 3px !important; } } @media screen and (min-width: 860px) and (max-width: 1212px){ #c1_Register { font-size: 13px !important; font-weight: 600px !important; } } @media screen and (min-width: 280px) and (max-width: 1109px){ #c1_Register{ color: rgb(255, 255, 255); font-weight: 600 !important; } } @media screen and (min-width: 1020px) and (max-width: 1084px){ #Register-background{ background: rgb(255,255,255) !important; } } @media screen and (min-width: 1020px) and (max-width: 1084px){ #c1_Register{ color: rgb(0, 0, 0) !important; } } #c1_Support span{ margin-left: 9px !important; } /*caret icon is not showing on About microsoft research forum and support menu option*/ #overflow-menu-list #c1_Support span{ display:block !important; padding-left: 52px !important; margin-top: -17px; margin-left: 4px !important; } #c1_Register{ border: 0px solid transparent !important; font-weight: 600 !important; } @media screen and (max-width: 859px){ #c1_Register{ font-weight: 400 !important; } } .MsResearchAbout_btn{ display:block !important; margin-top: -16px; } .MsResearchAboutbtn_arrowicon{ display:block !important; padding-left: 193px !important; margin-top: -16px; } @media screen and (max-width: 1212px) { #Register-background { background: black; } #c1_Register { color: white; font-size: 15px; font-weight: 600; } } #Register-background { background: rgb(242, 242, 242); /*font-family: Segoe UI;*/ font-size: 18px; font-style: normal; font-weight: 600; border-radius: 4px; height: 40px; margin-left: 7px; } @media screen and (min-width: 1779px){ #Register-background{ margin-left: 10px !important; } } #c1_Register { color: black; padding: 16px 8px 14px 3px !important;/*17.5px 8px 16px*/ margin-left: 4px; margin-top: -3px; position: relative; } .registerBtn_underMenu{ margin-left: 0px !important; } @media screen and (max-width: 859px){ #c1_Register{ padding: 17.5px 8px 16px 14px!important; margin-left: 0px !important; } } @media screen and (min-width: 1291px){ #c1_Register{ padding: 11px 8px 14px 3px !important;/*13px 8px 4px 3px*/ } } @media screen and (min-width: 860px) and (max-width: 3000px){ tr{ border-bottom: 2px #2A446F solid; } } /* Due to dotted line issue (scrollable region Faspass issue) */ [tabindex]:focus { outline: none !important; } .horizontalscroll::-webkit-scrollbar{ height: 12px !important; } .horizontalscroll::-webkit-scrollbar-thumb{ background: #2A446F !important; } .horizontalscroll::-webkit-scrollbar-track{ background: #fff; } /* phase 1.1 @media screen and (min-width: 1921px){ .agenda-pt{ margin-top: 0%!important; } } */ #sectionOuter2 { background-attachment: scroll; } /* Episode card dynamic content height */ #layout9_1 .dynamiccardbody, #layout18_1 .dynamiccardbody{ margin-top: -42px!important; /*margin-bottom: 15px!important;*/ } /* Episode card dynamic future links font weight */ .card_futureupdate{ font-weight: 600 !important; } @media screen and (min-width: 1921px) and (max-width: 3000px){ .bgImgMediaQuerysectionOuter5 { background-image: url('https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum1/projection/EventBanner1920.png'); } } /* update the watch on demand btn */ .agenda-pt{ margin-top: -10%!important; } @media screen and (min-width: 1400px) and (max-width: 1920px){ .agenda-pt{ margin-top: -3%!important; } } @media screen and (min-width: 1920px) and (max-width: 2000px){ .agenda-pt{ margin-top: -6%!important; } } /*@media screen and (min-width: 1701px) and (max-width: 1920px){ .agenda-pt{ margin-top: -8%!important; } }*/ @media screen and (max-width: 630px){ .agenda-pt{ margin-top: -29%!important; } } @media screen and (min-width: 860px) and (max-width: 1000px){ .agenda-pt{ margin-top: -6%!important; } } @media screen and (min-width: 1001px) and (max-width: 1400px){ .agenda-pt{ margin-top: -7%!important; } } @media screen and (min-width: 541px) and (max-width: 580px){ .agenda-pt{ margin-top: -41%!important; } } @media screen and (min-width: 581px) and (max-width: 630px){ .agenda-pt{ margin-top: -35%!important; } } @media screen and (min-width: 280px) and (max-width: 700px){ .agenda-pt{ margin-top: -15% !important; } } /* phase 1.1 .agenda-pt{ margin-top: -9%!important; } @media screen and (min-width: 1400px) and (max-width: 1550px){ .agenda-pt{ margin-top: -11%!important; } } @media screen and (min-width: 1551px) and (max-width: 1700px){ .agenda-pt{ margin-top: -9%!important; } } @media screen and (min-width: 1701px) and (max-width: 1920px){ .agenda-pt{ margin-top: -8%!important; } } @media screen and (max-width: 630px){ .agenda-pt{ margin-top: -19%!important; } } @media screen and (min-width: 860px) and (max-width: 1000px){ .agenda-pt{ margin-top: -12%!important; } } @media screen and (min-width: 630px) and (max-width: 700px){ .agenda-pt{ margin-top: -15%!important; } } @media screen and (min-width: 540px) and (max-width: 580px){ .agenda-pt{ margin-top: -20%!important; } } @media screen and (min-width: 400px) and (max-width: 460px){ .agenda-pt{ margin-top: -25%!important; } } @media screen and (min-width: 280px) and (max-width: 400px){ .agenda-pt{ margin-top: -40%!important; } } */ @media screen and (min-width: 540px) and (max-width: 699px){ .episodebelt_context_align { padding-top: 20px !important; } } @media screen and (min-width: 1351px) and (max-width: 1399px){ .episodebelt_context_align{ padding-top: 20px !important; } } @media screen and (min-width: 1901px) and (max-width: 1920px){ .episodebelt_context_align{ padding-top: 20px !important; } } @media screen and (min-width: 1920px){ .episodebelt_context_align{ padding-top: 0px !important; margin-top: -5px; } } /* phase 1.1 @media screen and (max-width: 1084px) { #sectionOuter13 { height: 564px !important } } @media screen and (max-width: 840px) { #sectionOuter13 { height: 537px !important } } @media screen and (max-width: 1920px) { #sectionOuter13 { height: 700px !important } } @media screen and (min-width: 1400px) and (max-width: 1700px){ #sectionOuter13 { height: 616px !important } } @media screen and (min-width: 2000px) and (max-width: 2099px) { #sectionOuter13 { height: 530px !important } } @media screen and (max-width: 540px) { #sectionOuter13 { height: 525px !important } }*/ #sectionOuter11 { background-attachment: scroll; } /* user icon alignment*/ .headerusericon { position: inherit; padding-right: 12px !important; } /* galaxy fold fix */ .dropdown-user-icon-a-pr{ margin-right: -9px !important; } /*user name alignment accessibility fix related css */ .user{ padding-top: 5px; } /*To fix profile overlap in uhf*/ @media screen and (max-width: 859px) { html:not([dir="rtl"]) .nav-link.dropdown-toggle { padding-right: 0px !important; } .glyph-prepend-chevron-down::before { content: none !important; } .user-icon { margin-right: -5px !important; } } @media screen and (max-width: 280px){ .user-icon{ margin-right: 1px !important; }} /*To fix the underline length mismatch on hover for event name in uhf*/ .c-uhfh>div:first-child .c-logo { padding: 16px 6px 16px 10px !important; } /* speaker height*/ .material-color-light { height: 420px; } .dynamicspeakerstyle3 .speakersocialicon { height: 420px; } /* 859px and below 859px, the alignment of speaker name, title and social icon issue */ @media screen and (max-width: 860px){ .material-color-light{ height: 100%; } .dynamicspeakerstyle3 .speakersocialicon { height: 100%; } } .uhfCatLogo-mt-ml span{ margin-left:25px !important; margin-top:-8px !important; } .username-pt{ display: inline-block !important; margin-top: 0px !important; padding: 0px; font-size: 13px; } /* below 1084px header alignment issue */ @media screen and (max-width: 1084px){ .global-head-cont{ padding-right: 0px !important; } } @media screen and (min-width: 1084px){ .global-head-cont{ padding-right: 5% !important; } } @media only screen and (max-width: 859px){ .c-uhfh.c-sgl-stck button.c-action-trigger.c-glyph.glyph-global-nav-button { padding-right: 0; margin: 0px 0 0 10px!important; } } .footerpadding{ margin-left:-42px; } .c-uhff-nav-p{ padding: 0 3px !important; } /*To fix profile overlap in uhf 280px*/ @media screen and (max-width: 281px) and (min-width: 280px){ html:not([dir="rtl"]) .nav-link.dropdown-toggle { padding-right: 9px !important; } } /*footer alignmnent issue in 1082px*/ .c-uhff-nav-p:first-child{ padding-left: 12px !important; } /*footer alignmnent issue in 1083px*/ .footerpadding_1083{ margin-left: -12px; } /*footer alignmnent above 860px and below 1083px*/ @media screen and (min-width: 859px) and (max-width: 1082px){ #uhfLogo{ margin-left:12px !important; } .c-uhff-nav-group{ padding-left: 12px !important; } .c-uhfh-gcontainer-st{ margin-right: 12px !important; } } .glyph-global-nav-button{ margin-left: 10px !important; } .c-uhfh-actions-mr{ margin-right:10px !important; } /*footer alignment issue below 859*/ @media screen and (max-width: 859px){ .c-uhff-nav-group{ padding-left:12px !important; } } /* vertical line alignment issue */ .c-uhfh .c-show-pipe::before{ margin-left: 5px !important; } /*removing extra glyph icon in support drop down*/ @media screen and (max-width: 859px){ #c1_Support span { display: none; margin-top: -17px; display: block; } } /* Fixed for Menu option is outside the border */ @media screen and (max-width: 858px){ #uhfCatLogoButton{ margin-left: 9px; } } /*minimum footer below 859px*/ @media screen and (max-width: 859px){ #uhf-footer nav div{ display:none; } } /*minimum footer alignment issues below 859px*/ @media screen and (max-width: 859px){ .c-uhff-base{ padding-left: 25px !important; } } @media screen and (max-width: 859px){ .c-list f-bare{ margin-left: -2px; } } @media screen and (min-width: 1901px){ .c-uhff-nav{ padding: 0px 5.6% !important; } } .text-decoration-underline { text-decoration: none !important; } /*content alignment fixes*/ @media screen and (max-width: 540px){ .episodebelt_context_align { padding-top: 0px !important; } } @media screen and (min-width: 430px) and (max-width: 460px){ .episodebelt_context_align { margin-top: -15px; } } @media screen and (min-width: 400px) and (max-width: 430px){ .episodebelt_context_align { margin-top: -25px; margin-left: -7px; } } @media screen and (max-width: 475px){ .episodebelt_context_align { margin-top: 0px; margin-left: -6px; } } @media screen and (min-width: 350px) and (max-width: 400px){ .episodebelt_context_align { font-size: .9rem; } } /*Hamburger inside aligment fixes for list and down arrow symbol*/ .c-uhfh.c-sgl-stck nav button { /*padding-top: 17px !important;*/ } .c-uhf-menu button { padding: 16px 30px 30px 12px; } .c-uhfh.c-sgl-stck nav button:after{ margin-top: -8px!important; } @media screen and (max-width: 859px){ .c-uhfh.c-sgl-stck nav button:after{ margin-top: 0px !important; } .c-uhfh.c-sgl-stck nav #c1_Support:after{ padding-top: 0px !important; } } .c-uhfh.c-sgl-stck nav #c1_About_Microsoft_Research:after{ margin-top: -1px!important; } .c1_Register_focus_alignment{ display: block; margin-left: 0px !important; margin-right: 0px !important; padding: 8px 11px 7px 17px !important; } .c-uhfh>div:first-child .c-logo .c-image{ margin-left: 3px !important; } .c-show-pipe{ margin-left: 0px !important; } @media 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id="1c5b431f-29cd-4d7e-a066-10137798c69b"><div class="row resource-cards mb-4"> <div class="col-12"> <div class="card h-100 material-card"> <div class="row episode-tile episode-card mx-0 d-flex"> <div class="dynamiccardbody card-body"> <div class="row p-4 episode-tile episode-card m-0 d-flex"> <div class="col-lg-8 px-0 pr-lg-4" style="display:flex; flex-direction:column;"> <div class="mb-3"> <h3 class=" mb-3"> <span style="color: #2A446F;">Episode 4 sessions</span> </h3> <p class="mb-2">Aired: September 3, 2024</p> <p class="mb-0"> Learn about Microsoft’s research initiatives at the frontiers of multimodal AI. Discover novel models, benchmarks, and infrastructure for self-improvement, agents, weather prediction, and more.</p> </div> <div class="d-none d-lg-block mt-auto"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion collapsed px-2 ml-n2" data-m="{"aN":"Episode4","cN":"Watch sessions"}" data-mount="collapse" data-target="#General4" aria-label="Watch sessions" aria-expanded="false" aria-controls="General4">Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> </div> <div class="col-lg-4 col-md-12 col-sm-12 p-0 mt-4 mt-lg-0"> <picture style="opacity:1"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep4_Thumbnail.jpg" media="(min-width: 1400px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep4_Thumbnail.jpg" media="(min-width: 1084px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep4_Thumbnail.jpg" media="(min-width: 860px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep4_Thumbnail.jpg" media="(min-width: 540px)"> <img src=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep4_Thumbnail.jpg" style="border-radius:0px 0px 0px 0px;aspect-ratio: 16/9;" class="card-img" alt="Image represents Episode2"> </picture> </div> </div> <div class="accordion-header mt-0 ml-4 mb-4 d-lg-none"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion px-2 ml-n2 collapsed" data-m="{"aN":"Episode4","cN":"Watch sessions"}" data-mount="collapse" data-target="#General4" aria-label="Watch sessions" aria-expanded="false" aria-controls="General4"> Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> <div class="collapse" id="General4" style=""> <div class="accordion-body"> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4A-Jianfeng.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4A-Jianfeng.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4A-Jianfeng.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4A-Jianfeng.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4A-Jianfeng.png" style="border-radius:0px 0px 0px 0px" class="card-img" alt="Image represents Episode1"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7f500652-53b2-4783-9bfd-0db145f6a501&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"Phi-3-Vision: A highly capable and cost-effective “small” language vision model_Watch now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Keynote <br> <span class="h5" style="color:black"> Phi-3-Vision: A highly capable and cost-effective “small” language vision model </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <span class="badge w-100 px-0" style="color:black;line-height: 1.5;">Jianfeng Gao, <br> <p style="font-weight: 400;">Distinguished Scientist and Vice President, Microsoft Research Redmond</p> </span> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7f500652-53b2-4783-9bfd-0db145f6a501&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"Phi-3-Vision: A highly capable and cost-effective “small” language vision model_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk introduced Phi-3-Vision, an advanced and economical open-source multimodal model. As a member of the Phi-3 model family, Phi-3-Vision enhances language models by integrating multi-sensory skills, seamlessly combining language and vision capabilities.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4B-Panel.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4B-Panel.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4B-Panel.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4B-Panel.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4B-Panel.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=fd3037cd-0ad8-48c0-80be-b3175c508935&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"Beyond Language: The Future of Multimodal Models in Healthcare, Gaming, and AI_Watch now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Panel Discussion <br> <span class="h5" style="color:black"> Beyond Language: The Future of Multimodal Models in Healthcare, Gaming, and AI </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Katja Hofmann, <br> <span style="font-weight: 400;">Senior Principal Researcher, Microsoft Research Cambridge</span> <br>Jianwei Yang, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research Redmond</span> <br> Hoifung Poon, <br> <span style="font-weight: 400;">General Manager, Microsoft Research Health Futures</span> <br> John Langford (host), <br> <span style="font-weight: 400;">Partner Research Manager, Microsoft Research AI Frontiers</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=fd3037cd-0ad8-48c0-80be-b3175c508935&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"Beyond Language: The Future of Multimodal Models in Healthcare, Gaming, and AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This panel discussion explored the transformative potential of multimodal models across various domains, including precision health, game intelligence, and foundational models, addressing the challenges and opportunities in integrating diverse data sources for innovative solutions. They delve into the importance of multimodal models, the core challenges faced by researchers, and the future directions for bridging gaps and fostering synergies within the field.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4C-Jiaqi.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4C-Jiaqi.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4C-Jiaqi.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4C-Jiaqi.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4C-Jiaqi.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=d16c66c0-a4a7-418e-88b5-572a31009137&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"Analog optical computing for sustainable AI and beyond_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Talk <br> <span class="h5" style="color:black"> Analog optical computing for sustainable AI and beyond</span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Jiaqi Chu, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research Cambridge</span> <br>Francesca Parmigiani, <br> <span style="font-weight: 400;">Principal Research Manager, Microsoft Research Cambridge</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=d16c66c0-a4a7-418e-88b5-572a31009137&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"Analog optical computing for sustainable AI and beyond_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed a new kind of computer – an analog optical computer – that has the potential to accelerate AI inference and hard optimization workloads by 100x, leveraging hardware-software co-design to improve the efficiency and sustainability of real-world applications.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4D-Corby.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4D-Corby.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4D-Corby.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4D-Corby.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4D-Corby.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=5a7e35e6-9238-4d29-8c42-4bb720975311&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Talk <br> <span class="h5" style="color:black"> Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences</span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Corby Rosset, <br> <span style="font-weight: 400;">Senior Researcher, Microsoft Research AI Frontiers</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=5a7e35e6-9238-4d29-8c42-4bb720975311&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed teaching language models to self-improve using a preference oracle like GPT-4, framing it as a two-player game to find an optimal policy at a Nash equilibrium, and achieving state-of-the-art win rates against GPT-4 Turbo on benchmarks such as Alpaca-Eval and MT-Bench.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4E_Megan.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4E_Megan.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4E_Megan.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4E_Megan.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4E_Megan.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=2ee92d58-1623-466c-9f54-93e9734b6f9e&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"Project Aurora: The first large-scale foundation model of the atmosphere_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Talk <br> <span class="h5" style="color:black"> Project Aurora: The first large-scale foundation model of the atmosphere </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Megan Stanley, <br> <span style="font-weight: 400;">Senior Researcher, Microsoft Research AI for Science</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=2ee92d58-1623-466c-9f54-93e9734b6f9e&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"Project Aurora: The first large-scale foundation model of the atmosphere_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed Aurora, a cutting-edge foundation model that offers a new approach to weather forecasting that could transform our ability to predict and mitigate the impacts of extreme events, air pollution, and the changing climate.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4F-Kevin.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4F-Kevin.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4F-Kevin.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4F-Kevin.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4F-Kevin.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=b8e7da83-cddf-42e5-a2e0-76e4f3f2290b&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"A Generative Model of Biology for In-Silico Experimentation and Discovery_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Talk <br> <span class="h5" style="color:black"> A Generative Model of Biology for In-Silico Experimentation and Discovery </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Kevin Yang, <br> <span style="font-weight: 400;">Senior Researcher, Microsoft Research New England</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=b8e7da83-cddf-42e5-a2e0-76e4f3f2290b&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"A Generative Model of Biology for In-Silico Experimentation and Discovery_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed how deep learning is enabling us to generate novel and useful biomolecules, enabling researchers and practitioners to better understand biology.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4G_Mihaela.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4G_Mihaela.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4G_Mihaela.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4G_Mihaela.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E4G_Mihaela.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7981331c-c99b-4d8f-9d68-5066ddae0f81&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode 4","sN":"01","cN":"Fostering appropriate reliance on AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; margin-top:-5px"> Talk <br> <span class="h5" style="color:black"> Fostering appropriate reliance on AI </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Mihaela Vorvoreanu, <br> <span style="font-weight: 400;"> Director UX Research and Responsible AI Education, Microsoft Aether</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7981331c-c99b-4d8f-9d68-5066ddae0f81&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General41","aN":"Episode4","sN":"01","cN":"Fostering appropriate reliance on AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk will address the probabilistic nature of AI systems and the challenge of fostering appropriate reliance in human-AI interactions. Discover how Microsoft's initiatives are empowering users to discern when to trust AI recommendations, ensuring accuracy and reliability in AI outputs.</p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div></div><div class="component-cls pt-0 pb-0" data-version="9" data-notes="" data-compname="new-accordian-components-Episode-3-01-3-Updated" data-compid="5488f011-f1aa-4ab8-8e50-2dd0a53b9aae" data-comprefid="47db81cd-0534-4796-abb2-83e779e0e30d" data-role="" id="014aebf2-e19c-43a8-91cd-1f67ff54e901"><div class="row resource-cards mb-4"> <div class="col-12"> <div class="card h-100 material-card"> <div class="row episode-tile episode-card mx-0 d-flex"> <div class="dynamiccardbody card-body"> <div class="row p-4 episode-tile episode-card m-0 d-flex"> <div class="col-lg-8 px-0 pr-lg-4" style="display:flex; flex-direction:column;"> <div class="mb-3"><h3 class=" mb-3"><span style="color: #2A446F;">Episode 3 sessions</span></h3> <p class="mb-2">Aired: June 4, 2024</p><p class="mb-0"> Dive into the importance of globally inclusive and equitable AI, updates on AutoGen and MatterGen, explore novel new use cases for AI, and more.</p></div> <div class="d-none d-lg-block mt-auto"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion collapsed px-2 ml-n2" data-m="{"aN":"Episode3","cN":"Watch sessions"}" data-mount="collapse" data-target="#General3" aria-label="Watch sessions" aria-expanded="false" aria-controls="General3">Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> </div> <div class="col-lg-4 col-md-12 col-sm-12 p-0 mt-4 mt-lg-0"> <picture style="opacity:1"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep3_Thumbnail.jpg" media="(min-width: 1400px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep3_Thumbnail.jpg" media="(min-width: 1084px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep3_Thumbnail.jpg" media="(min-width: 860px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep3_Thumbnail.jpg" media="(min-width: 540px)"> <img src=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep3_Thumbnail.jpg" style="border-radius:0px 0px 0px 0px;aspect-ratio: 16/9;" class="card-img" alt="Image represents Episode2"> </picture> </div> </div> <div class="accordion-header mt-0 ml-4 mb-4 d-lg-none"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion px-2 ml-n2 collapsed" data-m="{"aN":"Episode3","cN":"Watch sessions"}" data-mount="collapse" data-target="#General3" aria-label="Watch sessions" aria-expanded="false" aria-controls="General3"> Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> <div class="collapse" id="General3" style=""> <div class="accordion-body"> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3A-RF3_Keynote_Jacki-ONeill_1400x788.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3A-RF3_Keynote_Jacki-ONeill_1400x788.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3A-RF3_Keynote_Jacki-ONeill_1400x788.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3A-RF3_Keynote_Jacki-ONeill_1400x788.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3A-RF3_Keynote_Jacki-ONeill_1400x788.jpg" style="border-radius:0px 0px 0px 0px" class="card-img" alt="Image represents Episode1"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=bb5228f8-62e2-4843-8eee-e0ea56fcfccc&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode 3","sN":"01","cN":"Building Globally Equitable AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F;"> Keynote <br> <span class="h5" style="color:black"> Building Globally Equitable AI </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <span class="badge w-100 px-0" style="color:black;line-height: 1.5;">Jacki O’Neill, <br> <p style="font-weight: 400;">Lab Director, Microsoft Research Africa, Nairobi</p> </span> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=bb5228f8-62e2-4843-8eee-e0ea56fcfccc&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode3","sN":"01","cN":"Building Globally Equitable AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>In this keynote, Jacki O'Neill discussed the importance of creating globally equitable generative AI. She addressed the technical and socio-technical challenges that must be tackled to positively transform work futures worldwide.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3B-Forum-E3B-PanelDiscussion_1400x788.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3B-Forum-E3B-PanelDiscussion_1400x788.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3B-Forum-E3B-PanelDiscussion_1400x788.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3B-Forum-E3B-PanelDiscussion_1400x788.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3B-Forum-E3B-PanelDiscussion_1400x788.jpg" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=48b2ee01-47cf-42e7-837d-283f326eb2b8&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode 3","sN":"01","cN":"Generative AI for Global Impact: Challenges and Opportunities_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F;"> Panel Discussion <br> <span class="h5" style="color:black"> Generative AI for Global Impact: Challenges and Opportunities </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Jacki O’Neill (Host), <br> <span style="font-weight: 400;">Lab Director, Microsoft Research Africa, Nairobi</span> <br>Sunayana Sitaram, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research India</span> <br> Daniela Massiceti, <br> <span style="font-weight: 400;">Senior Researcher, Microsoft Research Cambridge</span> <br> Tanuja Ganu, <br> <span style="font-weight: 400;">Principal Research SDE Manager, Microsoft Research India</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=48b2ee01-47cf-42e7-837d-283f326eb2b8&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode3","sN":"01","cN":"Generative AI for Global Impact: Challenges and Opportunities_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>In this panel discussion, Microsoft researchers discussed the challenges and opportunities of making AI more inclusive and impactful for everyone – from data that represents a broader range of communities and cultures, to novel use cases for AI that are globally relevant.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3C-RF3_LT1_Daniela-Massiceti_YT.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3C-RF3_LT1_Daniela-Massiceti_YT.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3C-RF3_LT1_Daniela-Massiceti_YT.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3C-RF3_LT1_Daniela-Massiceti_YT.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3C-RF3_LT1_Daniela-Massiceti_YT.jpg" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=bff28fd8-2ab7-4773-a846-8dc456522add&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode 3","sN":"01","cN":"Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: A Case Study on CLIP_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F;"> Talk <br> <span class="h5" style="color:black"> Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: A Case Study on CLIP </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Daniela Massiceti, <br> <span style="font-weight: 400;">Senior Researcher, Microsoft Research Cambridge</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=bff28fd8-2ab7-4773-a846-8dc456522add&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode3","sN":"01","cN":"Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: A Case Study on CLIP_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>In this talk, Daniela Massiceti delved into the transformative potential of multi-modal models such as CLIP for assistive technologies. Specifically focusing on the blind/low vision community, the talk explored the current distance from realizing this potential and the advancements needed to bridge this gap.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3D-RF3_LT2_Jiang-Bian_YT.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3D-RF3_LT2_Jiang-Bian_YT.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3D-RF3_LT2_Jiang-Bian_YT.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3D-RF3_LT2_Jiang-Bian_YT.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3D-RF3_LT2_Jiang-Bian_YT.jpg" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=88213139-48c1-4f60-8008-36ffc79a2f33&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode 3","sN":"01","cN":"Driving Industry Evolution: Exploring the Impact of Generative AI on Sector Transformation_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F;"> Talk <br> <span class="h5" style="color:black"> Driving Industry Evolution: Exploring the Impact of Generative AI on Sector Transformation</span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Jiang Bian,<br> <span style="font-weight: 400;">Senior Principal Research Manager, Microsoft Research Asia</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=88213139-48c1-4f60-8008-36ffc79a2f33&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode3","sN":"01","cN":"Driving Industry Evolution: Exploring the Impact of Generative AI on Sector Transformation_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>In this talk, Jiang Bian discussed how Generative AI transforms industries by bridging gaps between AI capabilities and sector needs. He showcased domain-specific foundation models and versatile AI agents, setting new industry standards.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3E-RF3_LT3_Tian-Xie_YT.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3E-RF3_LT3_Tian-Xie_YT.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3E-RF3_LT3_Tian-Xie_YT.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3E-RF3_LT3_Tian-Xie_YT.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3E-RF3_LT3_Tian-Xie_YT.jpg" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=2a7482b5-d886-470e-8fe6-12a38a059647&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode 3","sN":"01","cN":"MatterGen: A generative model for materials design_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F;"> Talk <br> <span class="h5" style="color:black"> MatterGen: A generative model for materials design </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Tian Xie, <br> <span style="font-weight: 400;">Principal Research Manager, Microsoft Research</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=2a7482b5-d886-470e-8fe6-12a38a059647&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode3","sN":"01","cN":"MatterGen: A generative model for materials design_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>In this talk, Tian Xie introduced MatterGen, a generative model that creates new inorganic materials based on a broad range of property conditions required by the application, aiming to shift the traditional paradigm of materials design with generative AI.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3F-RF3_LT4_Adam-Fourney_YT.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3F-RF3_LT4_Adam-Fourney_YT.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3F-RF3_LT4_Adam-Fourney_YT.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3F-RF3_LT4_Adam-Fourney_YT.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E3F-RF3_LT4_Adam-Fourney_YT.jpg" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7a78fb1b-3add-461f-971a-76a1bb30b9d7&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode 3","sN":"01","cN":"AutoGen update: Complex Tasks and Agents_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F;"> Talk <br> <span class="h5" style="color:black"> AutoGen update: Complex Tasks and Agents </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Adam Fourney, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research AI Frontiers</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7a78fb1b-3add-461f-971a-76a1bb30b9d7&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General3","aN":"Episode3","sN":"01","cN":"AutoGen update: Complex Tasks and Agents_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>In this talk, Adam Fourney discussed the effectiveness of using multiple agents, working together, to complete complex multi-step tasks. He showcased their capability to outperform previous single-agent solutions on benchmarks like GAIA, utilizing customizable arrangements of agents that collaborate, reason, and utilize tools to achieve complex outcomes.</p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div></div><div class="component-cls pt-0 pb-0" data-version="9" data-notes="" data-compname="new-accordian-components-Episode-2-01-Updated" data-compid="5f780e60-7659-48e2-927c-6335c5f1bdc3" data-comprefid="74268415-007a-4537-91f3-ab6390da558f" data-role="" id="d1cb7534-d551-423c-a884-77b31cb7533a"><div class="row resource-cards mb-4"> <div class="col-12"> <div class="card h-100 material-card"> <div class="row episode-tile episode-card mx-0 d-flex"> <div class="dynamiccardbody card-body"> <div class="row p-4 episode-tile episode-card m-0 d-flex"> <div class="col-lg-8 px-0 pr-lg-4" style="display:flex; flex-direction:column;"> <div class="mb-3"> <h3 class=" mb-3"> <span style="color: #2A446F;">Episode 2 sessions</span> </h3> <p class="mb-2">Aired: March 5, 2024</p> <p class="mb-0">Learn how AI is transforming health care and the natural sciences, the intersection of AI and society, what's new in AutoGen, and more. </p> </div> <div class="d-none d-lg-block mt-auto"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion collapsed px-2 ml-n2" data-m="{"aN":"Episode2","cN":"Watch sessions"}" data-mount="collapse" data-target="#General2" aria-label="Watch sessions" aria-expanded="false" aria-controls="General2">Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> </div> <div class="col-lg-4 col-md-12 col-sm-12 p-0 mt-4 mt-lg-0"> <picture style="opacity:1"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep2_Thumbnail.jpg" media="(min-width: 1400px)"> <source srcset=" 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class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Keynote <br> <span class="h5" style="color:black"> The Revolution in Scientific Discovery </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <span class="badge w-100 px-0" style="color:black;line-height: 1.5;">Chris Bishop, <br> <p style="font-weight: 400;">Technical Fellow and Director, Microsoft Research AI for Science</p> </span> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=dc79cf98-4cff-4658-ae71-094285beb755&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"The Revolution in Scientific Discovery_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>Chris Bishop shared the vision for how AI for science will leverage AI to model and predict natural phenomena, including the exciting real-world progress being made by the team.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2B_Panel_3.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2B_Panel_3.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2B_Panel_3.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2B_Panel_3.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2B_Panel_3.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=0b99eab7-4d7a-481d-8f4c-6a6e9fede3d7&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode 2","sN":"01","cN":"Transforming the Natural Sciences with AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Panel Discussion <br> <span class="h5" style="color:black"> Transforming the Natural Sciences with AI </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Bonnie Kruft (Host), <br> <span style="font-weight: 400;">Partner Deputy Director, Microsoft Research AI for Science</span> <br>Rianne van den Berg, <br> <span style="font-weight: 400;">Principal Research Manager, Microsoft Research AI for Science</span> <br> Tian Xie, <br> <span style="font-weight: 400;">Principal Research Manager, Microsoft Research AI for Science</span> <br> Tristan Naumann, <br> <span style="font-weight: 400;"> Principal Researcher, Microsoft Research Health Futures</span> <br> Kristen Severson, <br> <span style="font-weight: 400;"> Senior Researcher, Microsoft Research New England</span> <br> Alex Lu, <br> <span style="font-weight: 400;"> Senior Researcher, Microsoft Research New England</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=0b99eab7-4d7a-481d-8f4c-6a6e9fede3d7&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"Transforming the Natural Sciences with AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>Microsoft researchers shared their advancements in the fields of foundations models, drug discovery, material design and machine learning. They will highlight how deep learning is transforming the natural sciences.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2C_ChiLightningTalk_VOD.00_04_43_18.Still004.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2C_ChiLightningTalk_VOD.00_04_43_18.Still004.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2C_ChiLightningTalk_VOD.00_04_43_18.Still004.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2C_ChiLightningTalk_VOD.00_04_43_18.Still004.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2C_ChiLightningTalk_VOD.00_04_43_18.Still004.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=4bab0ad7-ffaf-4000-9d45-79ce516e317a&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode 2","sN":"01","cN":"What's New in AutoGen?_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> What's New in AutoGen? </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Chi Wang, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research AI Frontiers</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=4bab0ad7-ffaf-4000-9d45-79ce516e317a&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"What's New in AutoGen?_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed the latest updates on AutoGen – the multi-agent framework for next generation AI applications. This includes milestones achieved, community feedback, new exciting features, and ongoing research and challenges.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2D_LevLightningTalk_VOD.00_00_28_23.Still005.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2D_LevLightningTalk_VOD.00_00_28_23.Still005.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2D_LevLightningTalk_VOD.00_00_28_23.Still005.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2D_LevLightningTalk_VOD.00_00_28_23.Still005.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2D_LevLightningTalk_VOD.00_00_28_23.Still005.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7dccdd98-a216-470d-8753-98f38d03bc28&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode 2","sN":"01","cN":"The Metacognitive Demands and Opportunities of Generative AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> The Metacognitive Demands and Opportunities of Generative AI</span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Lev Tankelevitch, <br> <span style="font-weight: 400;">Senior Behavioral Science Researcher, Microsoft Research Cambridge</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=7dccdd98-a216-470d-8753-98f38d03bc28&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"The Metacognitive Demands and Opportunities of Generative AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk explored how metacognition—the psychological capacity to monitor and regulate one's cognitive processes—provides a valuable perspective for comprehending and addressing the usability challenges of generative AI systems around prompting, assessing and relying on outputs, and workflow optimization.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2F_NaotoLightningTalk_VOD.00_00_25_11.Still010.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2F_NaotoLightningTalk_VOD.00_00_25_11.Still010.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2F_NaotoLightningTalk_VOD.00_00_25_11.Still010.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2F_NaotoLightningTalk_VOD.00_00_25_11.Still010.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2F_NaotoLightningTalk_VOD.00_00_25_11.Still010.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=db4f3b24-a9a4-4ed4-b444-d9ab425a38eb&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode 2","sN":"01","cN":"GigaPath: Foundation Model for Digital Pathology_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> GigaPath: Foundation Model for Digital Pathology </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Naoto Usuyama, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research Health Futures</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=db4f3b24-a9a4-4ed4-b444-d9ab425a38eb&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"GigaPath: Foundation Model for Digital Pathology_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body" style="margin-top:-4px"> <div class="d-flex"></div> <p><br>This talk proposed GigaPath, a novel approach for training large vision transformers for gigapixel pathology images, utilizing a diverse real-world cancer patient dataset, with the goal of laying a foundation for cancer pathology AI.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2E_Alessandro_VOD.00_00_26_22.Still008.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2E_Alessandro_VOD.00_00_26_22.Still008.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2E_Alessandro_VOD.00_00_26_22.Still008.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2E_Alessandro_VOD.00_00_26_22.Still008.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2E_Alessandro_VOD.00_00_26_22.Still008.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=f931dee9-8eb6-4171-8bb2-b827c48c349a&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode 2","sN":"01","cN":"Getting Modular with Language Models: Building and Reusing a Library of Experts for Task Generalization_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> Getting Modular with Language Models: Building and Reusing a Library of Experts for Task Generalization </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Alessandro Sordoni, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research Montreal</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=f931dee9-8eb6-4171-8bb2-b827c48c349a&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"Getting Modular with Language Models: Building and Reusing a Library of Experts for Task Generalization_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body" style="margin-top:-4px"> <div class="d-flex"></div> <p><br>This talk shared recent efforts on building and re-using large collections of expert language models to improve zero-shot and few-shot generalization to unseen tasks.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2G_MadeleineLightningTalk_YT.jpg" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2G_MadeleineLightningTalk_YT.jpg" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2G_MadeleineLightningTalk_YT.jpg" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2G_MadeleineLightningTalk_YT.jpg" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E2G_MadeleineLightningTalk_YT.jpg" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=3cd14f86-777a-4392-8f1c-0d4d6cabafba&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode 2","sN":"01","cN":"Generative AI and Plural Governance: Mitigating Challenges and Surfacing Opportunities_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> Generative AI and Plural Governance: Mitigating Challenges and Surfacing Opportunities </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Madeleine Daepp, <br> <span style="font-weight: 400;"> Senior Researcher, Microsoft Research Redmond</span> </p> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Vanessa Gathecha, <br> <span style="font-weight: 400;"> Research & Policy Manager, Baraza Media Lab</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=3cd14f86-777a-4392-8f1c-0d4d6cabafba&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General2","aN":"Episode2","sN":"01","cN":"Generative AI and Plural Governance: Mitigating Challenges and Surfacing Opportunities_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body" style="margin-top:-4px"> <div class="d-flex"></div> <p><br>This talk discussed the potential impacts and challenges of generative AI in a year with over 70 major global elections, with the aim of highlighting strategies to promote societal resilience to malign influence.</p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div></div><div class="component-cls pt-0 pb-0" data-version="10" data-notes="" data-compname="new-accordian-components-Episode-1-1-Updated" data-compid="6f4d31d7-d3ca-4d35-8ebf-09fba53df777" data-comprefid="7e00782b-a1b7-4e01-a48a-f503a64e1b97" data-role="" id="69e5c6eb-a05b-4482-9b60-55fcd0b855ef"><div class="row resource-cards mb-4"> <div class="col-12"> <div class="card h-100 material-card"> <div class="row episode-tile episode-card mx-0 d-flex"> <div class="dynamiccardbody card-body"> <div class="row p-4 episode-tile episode-card m-0 d-flex"> <div class="col-lg-8 px-0 pr-lg-4" style="display:flex; flex-direction:column;"> <div class="mb-3"> <h3 class=" mb-3"> <span style="color: #2A446F;">Episode 1 sessions</span> </h3> <p class="mb-2">Aired: January 30, 2024</p> <p class="mb-0">Recent breakthroughs in AI models, new applications of AI to important scientific challenges, improving reasoning in language models with LASER, and more. </p> </div> <div class="d-none d-lg-block mt-auto"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion collapsed px-2 ml-n2" data-m="{"aN":"Episode1","cN":"Watch sessions"}" data-mount="collapse" data-target="#General1" aria-label="Watch sessions" aria-expanded="false" aria-controls="General1"> Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> </div> <div class="col-lg-4 col-md-12 col-sm-12 p-0 mt-4 mt-lg-0"> <picture style="opacity:1"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep1_Thumbnail-Jake.jpg" media="(min-width: 1400px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep1_Thumbnail-Jake.jpg" media="(min-width: 1084px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep1_Thumbnail-Jake.jpg" media="(min-width: 860px)"> <source srcset=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep1_Thumbnail-Jake.jpg" media="(min-width: 540px)"> <img src=" https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/sessionlistImages/Ep1_Thumbnail-Jake.jpg" style="border-radius:0px 0px 0px 0px;aspect-ratio: 16/9;" class="card-img" alt="Image represents Episode2"> </picture> </div> </div> <div class="accordion-header mt-0 ml-4 mb-4 d-lg-none"> <button class="btn btn-collapse h4 FAQCNTaggingChange mb-0 enableAccordion px-2 ml-n2 collapsed" data-m="{"aN":"Episode1","cN":"Watch sessions"}" data-mount="collapse" data-target="#General1" aria-label="Watch sessions" aria-expanded="false" aria-controls="General1"> Watch sessions <span class="glyph" aria-hidden="true"></span> </button> </div> <div class="collapse" id="General1" style=""> <div class="accordion-body"> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1B_Peter_Keynote_VOD.00_23_38_21.Still002.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1B_Peter_Keynote_VOD.00_23_38_21.Still002.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1B_Peter_Keynote_VOD.00_23_38_21.Still002.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1B_Peter_Keynote_VOD.00_23_38_21.Still002.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1B_Peter_Keynote_VOD.00_23_38_21.Still002.png" style="border-radius:0px 0px 0px 0px" class="card-img" alt="Image represents Episode1"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=cd26c720-bc6c-4a2e-9acf-c8fbbd5e7fcb&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode 1","sN":"01","cN":"Research in the Era of AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Keynote <br> <span class="h5" style="color:black">Research in the Era of AI</span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <span class="badge w-100 px-0" style="color:black;line-height: 1.5;">Peter Lee, <br> <p style="font-weight: 400;"> CVP, Microsoft Research & Incubations </p> </span> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=cd26c720-bc6c-4a2e-9acf-c8fbbd5e7fcb&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Research in the Era of AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>Peter Lee discussed how recent developments in AI have transformed the way Microsoft approaches research.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1C_Panel_Discussion_v2.00_05_52_26.Still001.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1C_Panel_Discussion_v2.00_05_52_26.Still001.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1C_Panel_Discussion_v2.00_05_52_26.Still001.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1C_Panel_Discussion_v2.00_05_52_26.Still001.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1C_Panel_Discussion_v2.00_05_52_26.Still001.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=1f37125b-e97b-4b8b-a9ea-cf4dae739999&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"AI Frontiers_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Panel Discussion <br> <span class="h5" style="color:black"> AI Frontiers </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Ece Kamar, <br> <span style="font-weight: 400;">Managing Director, Microsoft Research AI Frontiers</span> <br>Sebastien Bubeck, <br> <span style="font-weight: 400;">Vice President, Microsoft GenAI</span> <br> Ahmed Awadallah, <br> <span style="font-weight: 400;">Senior Principal Research Manager, Microsoft Research AI Frontiers</span> <br> Ashley Llorens (host), <br> <span style="font-weight: 400;">CVP and Managing Director, Microsoft Research</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=1f37125b-e97b-4b8b-a9ea-cf4dae739999&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"AI Frontiers_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>Microsoft AI researchers discussed frontiers in small language models and where AI research and capabilities are headed next.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1D_DipendraLightningTalk_VOD.00_00_10_11.Still001.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1D_DipendraLightningTalk_VOD.00_00_10_11.Still001.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1D_DipendraLightningTalk_VOD.00_00_10_11.Still001.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1D_DipendraLightningTalk_VOD.00_00_10_11.Still001.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1D_DipendraLightningTalk_VOD.00_00_10_11.Still001.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=36fa32d0-ebbf-4b31-8404-ada414a10cfd&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Dipendra Misra, <br> <span style="font-weight: 400;">Senior Researcher, Microsoft Research AI Frontiers</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=36fa32d0-ebbf-4b31-8404-ada414a10cfd&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>Dipendra Misra presented a surprising discovery that by merely replacing selected weight matrices in an LLM with their suitable low-rank approximation, you can significantly improve the performance of the LLM, at times by 20-30 percentage points.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1E_BesmiraLightningTalk_VOD.00_00_10_03.Still001.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1E_BesmiraLightningTalk_VOD.00_00_10_03.Still001.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1E_BesmiraLightningTalk_VOD.00_00_10_03.Still001.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1E_BesmiraLightningTalk_VOD.00_00_10_03.Still001.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1E_BesmiraLightningTalk_VOD.00_00_10_03.Still001.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=981c9528-f8b6-4432-8a3d-0798f20bb250&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Evaluation and Understanding of Foundation Models_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> Evaluation and Understanding of Foundation Models</span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Besmira Nushi, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research AI Frontiers</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=981c9528-f8b6-4432-8a3d-0798f20bb250&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Evaluation and Understanding of Foundation Models_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed timely challenges and ongoing work on evaluating and in-depth understanding of large language foundation models as well as agent platforms built upon such models.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1F_JakeLightningTalk_VOD.00_00_10_01.Still001.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1F_JakeLightningTalk_VOD.00_00_10_01.Still001.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1F_JakeLightningTalk_VOD.00_00_10_01.Still001.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1F_JakeLightningTalk_VOD.00_00_10_01.Still001.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1F_JakeLightningTalk_VOD.00_00_10_01.Still001.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=2e3329d5-2eca-4e84-9980-54e0d6f5be47&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Augmenting Human Cognition and Decision Making with AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> Augmenting Human Cognition and Decision Making with AI </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Jake Hofman, <br> <span style="font-weight: 400;">Senior Principal Researcher, Microsoft Research NYC</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=2e3329d5-2eca-4e84-9980-54e0d6f5be47&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Augmenting Human Cognition and Decision Making with AI_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>This talk discussed recent reserach in buildng and evaluating AI tools for helping people make better decisions and improve their own capabilities.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1G_ShuxinLightningTalk_VOD.00_00_09_13.Still001.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1G_ShuxinLightningTalk_VOD.00_00_09_13.Still001.png" media="(min-width: 1084px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1G_ShuxinLightningTalk_VOD.00_00_09_13.Still001.png" media="(min-width: 860px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1G_ShuxinLightningTalk_VOD.00_00_09_13.Still001.png" media="(min-width: 540px)"> <img src="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1G_ShuxinLightningTalk_VOD.00_00_09_13.Still001.png" style="border-radius:0px 0px 0px 0px" class="card-img x-hidden-focus" alt="Careers in research"> </picture> </div> <div class="col-xl-4 col-md-6 col-sm-12 px-4 py-4 pl-md-0 py-md-0 pr-lg-0"> <div class="card-footer mt-auto d-md-none"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=cab9d5e4-1698-4458-ad44-c1f65c8842b6&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Generative AI meets Structural Biology: Equilibrium Distribution Prediction_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> <div class="mb-4 mr-2 mr-md-3"> <h4 class="mb-0" style="color: #2A446F; "> Talk <br> <span class="h5" style="color:black"> Generative AI meets Structural Biology: Equilibrium Distribution Prediction </span> </h4> </div> <div class="card-header mt-3 mr-2 mr-md-3"> <div> <p class="badge w-100 px-0" style="color:black;line-height: 1.5;">Shuxin Zheng, <br> <span style="font-weight: 400;">Principal Researcher, Microsoft Research AI for Science</span> </p> </div> </div> <div class="card-footer mt-auto d-none d-md-block"> <div class="link-group"> <a href="/Home/SessionDetail?sessionId=cab9d5e4-1698-4458-ad44-c1f65c8842b6&compId=dcba818b-7de7-4055-a5c1-e01fbab57e4a&releaseId=cbcb3c19-ce62-4ac7-99af-1ee6b9980f58&showFromPaylod=true" class="cta disclaimer-cta text-#0000EE" aria-label="" style="color:;" data-m="{"id":"General1","aN":"Episode1","sN":"01","cN":"Generative AI meets Structural Biology: Equilibrium Distribution Prediction_Watch Now"}">Watch now <span class="glyph" aria-hidden="true"></span> </a> </div> </div> </div> <div class="col-xl-4 col-sm-12 pt-md-4 pt-xl-0 px-4"> <div> <div class="dynamiccardbody card-body"> <div class="d-flex"></div> <p><br>Shuxin Zheng presented how his team uses Generative AI to solve a long-standing challenge in structural biology and molecular science - predicting equilibrium distribution for molecular systems.</p> </div> </div> </div> </div> </div> <div class="mb-4"> <div class="row episode-tile pb-4 mx-0 d-flex"> <div class="col-xl-4 col-md-6 col-sm-12 px-4"> <picture style="opacity:1"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1H_SameerLightningTalk_VOD.00_00_09_24.Still001.png" media="(min-width: 1400px)"> <source srcset="https://ospcdn.event.microsoft.com/publicstorage/ospsitepublicstorage/ResearchForum4/SessionCatalogImages/E1H_SameerLightningTalk_VOD.00_00_09_24.Still001.png" media="(min-width: 1084px)"> <source 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