{"id":992148,"date":"2024-01-30T06:56:36","date_gmt":"2024-01-30T14:56:36","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-research-lab&#038;p=992148"},"modified":"2026-05-04T10:27:42","modified_gmt":"2026-05-04T17:27:42","slug":"ai-frontiers","status":"publish","type":"msr-research-lab","link":"https:\/\/cm-edgetun.pages.dev\/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=\"2400\" height=\"816\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner.png\" class=\"attachment-full size-full\" alt=\"background pattern\" style=\"\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner.png 2400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner-300x102.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner-1024x348.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner-768x261.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner-1536x522.png 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner-2048x696.png 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/aif_social_banner-240x82.png 240w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/>\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<h2 class=\"wp-block-heading\" id=\"microsoft-research-ai-frontiers\">Microsoft Research <br>AI Frontiers<\/h2>\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-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<h3 class=\"wp-block-heading\" id=\"who-we-are\">Who We Are<\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>AI Frontiers was founded in&nbsp;October 2023&nbsp;as a mission-driven lab within Microsoft Research to lead through one of the most transformative shifts in technology: Artificial Intelligence.&nbsp;&nbsp;We exist to foster a culture and vision that&nbsp;resonates&nbsp;with this transformative era\u2014where AI is reshaping how we work, interact, and innovate.&nbsp;<\/p>\n\n\n\n<p>Since our&nbsp;inception,&nbsp;we\u2019ve&nbsp;delivered breakthroughs that not only advance the&nbsp;state of the art&nbsp;but also scale globally to create meaningful impact for people and organizations. Our portfolio spans model&nbsp;optimization techniques,&nbsp;synthetic data generation&nbsp;pipelines,&nbsp;small language models, as well as agentic&nbsp;frameworks, applications,&nbsp;and&nbsp;ecosystems.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading\" id=\"past-work\">Past work<\/h4>\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:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/agentinstruct-toward-generative-teaching-with-agentic-flows\/\">AgentInstruct<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/microsoft\/autogen\">Autogen<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/dion-the-distributed-orthonormal-update-revolution-is-here\/\">Dion<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-ai-foundry-blog\/introducing-phi-4-microsoft%e2%80%99s-newest-small-language-model-specializing-in-comple\/4357090\">Fara<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-ai-foundry-blog\/introducing-phi-4-microsoft%e2%80%99s-newest-small-language-model-specializing-in-comple\/4357090\">Phi<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/magentic-one-a-generalist-multi-agent-system-for-solving-complex-tasks\/?msockid=1d972c2941d266e30aae39e740b967e6\">Magentic-One<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/magentic-one-a-generalist-multi-agent-system-for-solving-complex-tasks\/?msockid=1d972c2941d266e30aae39e740b967e6\">Magentic-UI<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magentic-marketplace-an-open-source-simulation-environment-for-studying-agentic-markets\/\">Magentic Marketplace<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/arxiv.org\/pdf\/2604.09852\">Memento<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"how-we-work\">How We Work<\/h3>\n\n\n\n<p>At AI Frontiers, we combine the freedom to pursue high-impact ideas with a culture of focused, collaborative execution. We champion openness by publishing our research and contributing to open source, while driving work that advances science and delivers real-world impact.&nbsp;<\/p>\n\n\n\n<p>Our work is guided by three principles: <strong>clarity of vision<\/strong>,&nbsp;<strong>execution&nbsp;excellence<\/strong>, and deep <strong>collaboration<\/strong>. Together, these values enable us to move fast, adapt boldly, and work as&nbsp;One Microsoft&nbsp;to advance science and empower the world.&nbsp;<\/p>\n\n\n\n<div style=\"height:57px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-media-text has-vertical-margin-small  has-vertical-padding-none  is-stacked-on-mobile\" style=\"grid-template-columns:34% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1.jpg\" alt=\"background pattern\" class=\"wp-image-1168033 size-full\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GigaTime-BlogHeroFeature-1400x788_45-1024x576-2-1-960x540.jpg 960w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" id=\"our-mission\">Our Mission<\/h3>\n\n\n\n<p>We believe&nbsp;the true&nbsp;transformative promise of GenAI will only happen when we start looking at the world through an&nbsp;<strong>agent-native lens<\/strong>.&nbsp;&nbsp;<\/p>\n\n\n\n<p>This means stepping back to envision a world where agents and humans co-exist and interact seamlessly across personal and work contexts\u2014free from the constraints of existing paradigms and processes.<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<p id=\"our-mission\"><\/p>\n\n\n\n<div style=\"height:55px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"our-research-focus\">Our Research Focus<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\" id=\"adaptive-agents\">Adaptive Agents<\/h5>\n\n\n\n<p>Closing the capability gap with long-running agents that learn, reason, and adapt across tasks, contexts, and modalities.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\" id=\"agentic-robustness\">Agentic Robustness<\/h5>\n\n\n\n<p>Closing the reliability gap to ensure consistent, trustworthy performance in real-world conditions<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\" id=\"agentic-ecosystems\">Agentic Ecosystems<\/h5>\n\n\n\n<p>Reimagining workflows for an agent-native world where autonomous agents collaborate seamlessly with humans.&nbsp;<\/p>\n<\/div>\n<\/div>\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<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\n\n\n<section class=\"my-2 my-lg-4 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card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1170924-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tMicrosoft Research Blog\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1170924-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/socialreasoning-bench-measuring-whether-ai-agents-act-in-users-best-interests\/\" data-bi-cN=\"SocialReasoning-Bench: Measuring whether AI agents act\u00a0in users\u2019 best interests\" class=\"text-decoration-none\" data-bi-id=\"1170924\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>SocialReasoning-Bench: Measuring whether AI agents act\u00a0in users\u2019 best interests<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-05-11\">May 11, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span>&nbsp;|&nbsp;<\/span>\n\t\t\t\t\t\t\t<span class=\"card__byline\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/tylerpayne\/\" aria-label=\"Visit the profile page for Tyler Payne\">Tyler Payne<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/willepperson\/\" aria-label=\"Visit the profile page for Will Epperson\">Will Epperson<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/sayouse\/\" aria-label=\"Visit the profile page for Safoora Yousefi\">Safoora Yousefi<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/zacharyhuang\/\" aria-label=\"Visit the profile page for Zachary Huang\">Zachary Huang<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/gaganbansal\/\" aria-label=\"Visit the profile page for Gagan Bansal\">Gagan Bansal<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/wenyuehua\/\" aria-label=\"Visit the profile page for Wenyue Hua\">Wenyue Hua<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/mayamurad\/\" aria-label=\"Visit the profile page for Maya Murad\">Maya Murad<\/a>, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/asli.us\/\" aria-label=\"Visit the profile page for Asli Celikyilmaz\">Asli Celikyilmaz<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/samershi\/\" aria-label=\"Visit the profile page for Saleema Amershi\">Saleema Amershi<\/a><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/socialreasoning-bench-measuring-whether-ai-agents-act-in-users-best-interests\/\" aria-label=\"Thumbnail for post: \"SocialReasoning-Bench: Measuring whether AI agents act\u00a0in users\u2019 best interests\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1.jpg\" class=\"mw-100 wp-post-image\" alt=\"Social Reasoning Bench | four icons on a blue to green gradient | person icon, chat bubble icon, chart icon, checklist icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/SocialReasoningBench-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1170775-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tArticle\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1170775-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/whimsical-strategies-break-ai-agents-generating-out-of-distribution-adversarial-strategies-at-scale\/\" data-bi-cN=\"Whimsical Strategies Break AI Agents: Generating Out-of-Distribution Adversarial Strategies at Scale\" class=\"text-decoration-none\" data-bi-id=\"1170775\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Whimsical Strategies Break AI Agents: Generating Out-of-Distribution Adversarial Strategies at Scale<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-05-06\">May 6, 2026<\/time>\n\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/whimsical-strategies-break-ai-agents-generating-out-of-distribution-adversarial-strategies-at-scale\/\" aria-label=\"Thumbnail for post: \"Whimsical Strategies Break AI Agents: Generating Out-of-Distribution Adversarial Strategies at Scale\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"218\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/image-1.png\" class=\"mw-100 wp-post-image\" alt=\"A scale showing coffee is worth more than gold\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/image-1.png 940w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/image-1-300x168.png 300w, 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aria-describedby=\"1170618-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/webwright-a-terminal-is-all-you-need-for-web-agents\/\" data-bi-cN=\"Webwright: A Terminal Is All You Need For Web Agents\" class=\"text-decoration-none\" data-bi-id=\"1170618\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Webwright: A Terminal Is All You Need For Web Agents<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-05-04\">May 4, 2026<\/time>\n\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/webwright-a-terminal-is-all-you-need-for-web-agents\/\" aria-label=\"Thumbnail for post: \"Webwright: A Terminal Is All You Need For Web Agents\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"345\" height=\"230\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/diagram1.png\" class=\"mw-100 wp-post-image\" alt=\"Webwright architecture\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/diagram1.png 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/diagram1-300x200.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/diagram1-1024x683.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/diagram1-768x512.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/diagram1-240x160.png 240w\" sizes=\"auto, (max-width: 345px) 100vw, 345px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1170266-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tMicrosoft Research Blog\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1170266-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/red-teaming-a-network-of-agents-understanding-what-breaks-when-ai-agents-interact-at-scale\/\" data-bi-cN=\"Red-teaming\u00a0a\u00a0network of agents: Understanding what breaks when AI agents interact at scale\" class=\"text-decoration-none\" data-bi-id=\"1170266\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Red-teaming\u00a0a\u00a0network of agents: Understanding what breaks when AI agents interact at scale<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-04-30\">April 30, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span>&nbsp;|&nbsp;<\/span>\n\t\t\t\t\t\t\t<span class=\"card__byline\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/gaganbansal\/\" aria-label=\"Visit the profile page for Gagan Bansal\">Gagan Bansal<\/a>, Shujaat Mirza, Keegan Hines, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/willepperson\/\" aria-label=\"Visit the profile page for Will Epperson\">Will Epperson<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/zacharyhuang\/\" aria-label=\"Visit the profile page for 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tab)<\/span><\/a>, Amanda Minnich, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/mayamurad\/\" aria-label=\"Visit the profile page for Maya Murad\">Maya Murad<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/eckamar\/\" aria-label=\"Visit the profile page for Ece Kamar\">Ece Kamar<\/a>, Ram Shankar Siva Kumar, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/samershi\/\" aria-label=\"Visit the profile page for Saleema Amershi\">Saleema Amershi<\/a><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/red-teaming-a-network-of-agents-understanding-what-breaks-when-ai-agents-interact-at-scale\/\" aria-label=\"Thumbnail for post: \"Red-teaming\u00a0a\u00a0network of agents: Understanding what breaks when AI agents interact at scale\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1.jpg\" class=\"mw-100 wp-post-image\" alt=\"three icons on a blue to green gradient background | connected node icon, document with an 'x' icon, shield with a checkmark icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/AIRT-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1169137-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tArticle\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1169137-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/the-art-of-building-verifiers-for-computer-use-agents\/\" data-bi-cN=\"The Art of Building Verifiers for Computer Use Agents\" class=\"text-decoration-none\" data-bi-id=\"1169137\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>The Art of Building Verifiers for Computer Use Agents<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-04-21\">April 21, 2026<\/time>\n\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/the-art-of-building-verifiers-for-computer-use-agents\/\" aria-label=\"Thumbnail for post: \"The Art of Building Verifiers for Computer Use Agents\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-scaled.png\" class=\"mw-100 wp-post-image\" alt=\"graphical user interface, application\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-scaled.png 2560w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-1536x865.png 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-2048x1153.png 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/aif-hero-verifiers-computer-use-v4-1-1920x1080.png 1920w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1167876-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPodcast\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1167876-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-steering-ai-toward-the-work-future-we-want\/\" data-bi-cN=\"Ideas: Steering AI toward the work future we want\" class=\"text-decoration-none\" data-bi-id=\"1167876\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Ideas: Steering AI toward the work future we want<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-04-09\">April 9, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-steering-ai-toward-the-work-future-we-want\/\" aria-label=\"Thumbnail for post: \"Ideas: Steering AI toward the work future we want\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788.jpg\" class=\"mw-100 wp-post-image\" alt=\"New Future of Work 2026 | Jaime Teevan, Jenna Butler, Jake Hofman, Rebecca Janssen\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Jaime-Jenna-Jake-Rebecca-Ideas_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1168112-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tArticle\t\t\t\t<\/span>\n\t\t\t\t<h3 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aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\tAradhye Agarwal, Gurdit Siyan, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/yashpandya\/\" aria-label=\"Visit the profile page for Yash Pandya\">Yash Pandya<\/a>, Joykirat Singh, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/akshayn\/\" aria-label=\"Visit the profile page for Akshay Nambi\">Akshay Nambi<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/hassanam\/\" aria-label=\"Visit the profile page for Ahmed Awadallah\">Ahmed Awadallah<\/a>\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<em class=\"font-weight-semibold\">2026 International Conference on Machine Learning (ICML)<\/em> | July 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