{"id":992148,"date":"2024-01-30T06:56:36","date_gmt":"2024-01-30T14:56:36","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-lab&#038;p=992148"},"modified":"2024-11-05T11:00:22","modified_gmt":"2024-11-05T19:00:22","slug":"ai-frontiers","status":"publish","type":"msr-research-lab","link":"https:\/\/www.microsoft.com\/en-us\/research\/lab\/ai-frontiers\/","title":{"rendered":"AI Frontiers"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1921\" height=\"720\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720.png\" class=\"attachment-full size-full\" alt=\"AI and Microsoft Research header - abstract neural network pattern on dark spectrum background\" style=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720.png 1921w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720-300x112.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720-1024x384.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720-768x288.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720-1536x576.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720-1600x600.png 1600w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2023\/03\/AI_Microsoft_Research_Header_1920x720-240x90.png 240w\" sizes=\"(max-width: 1921px) 100vw, 1921px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 class=\"wp-block-heading\" id=\"ai-frontiers\">AI Frontiers<\/h1>\n\n\n\n<p><\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:20%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"2560\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-scaled.jpg\" alt=\"photo of Ece Kamar\" class=\"wp-image-999681\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-scaled.jpg 2560w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-300x300.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-1024x1024.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-768x768.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-1536x1536.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-2048x2048.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/Ece-360x360.jpg 360w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\"><em><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/eckamar\/\">Ece Kamar<\/a>, VP and Lab Director of AI Frontiers<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Mission of AI Frontiers<\/strong><\/p>\n\n\n\n<p>Expand the pareto frontier of AI capabilities, efficiency, and safety through innovations in foundation models and learning agent platforms.<\/p>\n<\/blockquote>\n<\/div>\n<\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<p class=\"has-text-align-center h4\">At AI Frontiers, our mission is to revolutionize our understanding of intelligence by pushing the boundaries of AI. We strive to achieve this by continuously exploring and innovating current architectures and learning signals, unlocking new possibilities and shaping the future of AI.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:32px; padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row has-background has-teal-background-color has-text-color has-white-color wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"152\" height=\"152\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/cube.png\" alt=\"white outline illustration of a cube with circles at the connection points\" class=\"wp-image-1000602\" style=\"width:auto;height:152px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/cube.png 152w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/cube-150x150.png 150w\" sizes=\"(max-width: 152px) 100vw, 152px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center h4\" id=\"foundational-model\">Foundation models<\/h2>\n\n\n\n<p class=\"has-text-align-center\">focuses on pushing the frontiers of intelligence in the modeling domain<\/p>\n\n\n\n<p class=\"has-text-align-center h6\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/orca\/\">Orca family<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center h6\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/physics-of-agi\/\">Phi family<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center h6\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/ai-frontiers-explorations\/\">Explorations<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"148\" height=\"152\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/head-gear.png\" alt=\"white outline illustration of a head with a gear inside\" class=\"wp-image-1000596\" style=\"width:auto;height:152px\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center h4\" id=\"foundational-model\">Next generation platform capabilities<\/h2>\n\n\n\n<p class=\"has-text-align-center\">focuses on exploring learning in more complex and collaborative ways<\/p>\n\n\n\n<p class=\"has-text-align-center h6\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/autogen\/\">AutoGen<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"148\" height=\"152\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/graph.png\" alt=\"white outline illustration of a graph\" class=\"wp-image-1000599\" style=\"width:auto;height:152px\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center h4\" id=\"foundational-model\">Evaluation & understanding<\/h2>\n\n\n\n<p class=\"has-text-align-center\">aims to create a unified framework with new benchmarks, metrics, visualizations, experiments, and interactive evaluation approaches for understanding and improving large-scale model capabilities<\/p>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:32px; padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-media-text has-vertical-padding-none  has-media-on-the-right is-stacked-on-mobile is-style-spectrum-border is-style-offset-media--top is-style-offset-media--offset-\" style=\"grid-template-columns:auto 44%\" data-bi-an=\"media-text\"><div class=\"wp-block-media-text__content\" data-bi-an=\"media-text\">\n<p class=\"card__label d-block pb-2 font-weight-semibold text-uppercase small mb-0\">EVENT SERIES<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"microsoft-research-forum\">Microsoft Research Forum<\/h2>\n\n\n\n<p>Join us for a continuous exchange of ideas about research in the era of general AI. Watch the first four Episodes on-demand.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/aka.ms\/researchforum\/?OCID=msr_researchforum_MCR_AI_Frontiers\">Learn more<\/a><\/div>\n<\/div>\n<\/div><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/aka.ms\/researchforum\/?OCID=msr_researchforum_MCR_AI_Frontiers\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-1024x576.png\" alt=\"various abstract 3D shapes on a light blue background\" class=\"wp-image-999381 size-full\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-1024x576.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-768x432.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-343x193.png 343w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-240x135.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-640x360.png 640w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-960x540.png 960w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788-1280x720.png 1280w, https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/01\/MRF-24_WebImage_1400x788.png 1400w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:64px; padding-top:64px\" class=\"wp-block-msr-immersive-section alignfull row has-text-align-center has-text-align-center wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-msr-careers my-4 has-text-align-center \" data-bi-aN=\"work-with-us\">\n\t\t\t<h2 class=\"msr-careers__heading mb-3 h3\">\n\t\t\tWork with us\t\t<\/h2>\n\t\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"w-100\">\n\t\t\t\t\t<div class=\"row row-cols-1 row-cols-sm-2 row-cols-lg-3 msr-careers__cards\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"col\">\n\t\t\t\t\t\t\t\t\n<article class=\"card material-card h-100  has-spectrum-border-top__hover msr-careers__card\" data-mount=\"click-group\">\n\t<div class=\"card-body p-4 pl-3\">\n\t\t<h3 class=\"h5 mt-1\">\n\t\t\t<a\n\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\thref=\"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1786380\/Research-Intern---AI-Frontiers---Agentic-AI-Models-%26-Synthetic-Data-Generation\"\n\t\t\t\tdata-bi-type=\"career-opportunity\"\n\t\t\t\tdata-bi-id=\"1104981\"\n\t\t\t\tdata-bi-cn=\"Research Intern &#8211; AI Frontiers &#8211; Agentic AI Models & Synthetic Data Generation\"\n\t\t\t\tdata-bi-slot=\"0\"\n\t\t\t\ttarget=\"_blank\"\n\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t>\n\t\t\t\t<span>Research Intern &#8211; AI Frontiers &#8211; Agentic AI Models & Synthetic Data Generation<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/a>\n\t\t<\/h3>\n\t\t<div class=\"card__meta small\">\n\t\t\t\t\t\t\t<time class=\"card__date d-block small mb-1\" datetime=\"2024-11-17\">\n\t\t\t\t\t<span class=\"small font-weight-semibold\">Posted<\/span>:\n\t\t\t\t\tNovember 17, 2024\t\t\t\t<\/time>\n\t\t\t\t\t\t\t\t\t\t<p class=\"card__locations small mb-0\">\n\t\t\t\t\t<span class=\"small font-weight-semibold\">Locations<\/span>:\n\t\t\t\t\tNew York, NY, US; Redmond, WA, US\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"col\">\n\t\t\t\t\t\t\t\t\n<article class=\"card material-card h-100  has-spectrum-border-top__hover msr-careers__card\" data-mount=\"click-group\">\n\t<div class=\"card-body p-4 pl-3\">\n\t\t<h3 class=\"h5 mt-1\">\n\t\t\t<a\n\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\thref=\"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1780089\/Principal-Researcher-%E2%80%93-AI-(Agentic-Systems-%26-Interaction)-%E2%80%93-Microsoft-Research\"\n\t\t\t\tdata-bi-type=\"career-opportunity\"\n\t\t\t\tdata-bi-id=\"1101612\"\n\t\t\t\tdata-bi-cn=\"Principal Researcher \u2013 AI (Agentic Systems & Interaction) \u2013 Microsoft Research\"\n\t\t\t\tdata-bi-slot=\"1\"\n\t\t\t\ttarget=\"_blank\"\n\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t>\n\t\t\t\t<span>Principal Researcher \u2013 AI (Agentic Systems & Interaction) \u2013 Microsoft Research<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/a>\n\t\t<\/h3>\n\t\t<div class=\"card__meta small\">\n\t\t\t\t\t\t\t<time class=\"card__date d-block small mb-1\" datetime=\"2024-11-06\">\n\t\t\t\t\t<span class=\"small font-weight-semibold\">Posted<\/span>:\n\t\t\t\t\tNovember 6, 2024\t\t\t\t<\/time>\n\t\t\t\t\t\t\t\t\t\t<p class=\"card__locations small mb-0\">\n\t\t\t\t\t<span class=\"small font-weight-semibold\">Locations<\/span>:\n\t\t\t\t\tCambridge, MA, US; New York, NY, US; Redmond, WA, US; Remote (within US); San Francisco, CA, US\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"col\">\n\t\t\t\t\t\t\t\t\n<article class=\"card material-card h-100  has-spectrum-border-top__hover msr-careers__card\" data-mount=\"click-group\">\n\t<div class=\"card-body p-4 pl-3\">\n\t\t<h3 class=\"h5 mt-1\">\n\t\t\t<a\n\t\t\t\tclass=\"text-decoration-none\"\n\t\t\t\thref=\"https:\/\/jobs.careers.microsoft.com\/global\/en\/job\/1778323\/Senior-Researcher-%E2%80%93-AI-(Agentic-Systems-%26-Interaction)-%E2%80%93-Microsoft-Research\"\n\t\t\t\tdata-bi-type=\"career-opportunity\"\n\t\t\t\tdata-bi-id=\"1101591\"\n\t\t\t\tdata-bi-cn=\"Senior Researcher \u2013 AI (Agentic Systems & Interaction) \u2013 Microsoft Research\"\n\t\t\t\tdata-bi-slot=\"2\"\n\t\t\t\ttarget=\"_blank\"\n\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t>\n\t\t\t\t<span>Senior Researcher \u2013 AI (Agentic Systems & Interaction) \u2013 Microsoft Research<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/a>\n\t\t<\/h3>\n\t\t<div class=\"card__meta small\">\n\t\t\t\t\t\t\t<time class=\"card__date d-block small mb-1\" datetime=\"2024-11-06\">\n\t\t\t\t\t<span class=\"small font-weight-semibold\">Posted<\/span>:\n\t\t\t\t\tNovember 6, 2024\t\t\t\t<\/time>\n\t\t\t\t\t\t\t\t\t\t<p class=\"card__locations small mb-0\">\n\t\t\t\t\t<span class=\"small font-weight-semibold\">Locations<\/span>:\n\t\t\t\t\tCambridge, MA, US; New York, NY, US; Redmond, WA, US; Remote (within US); San Francisco, CA, 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