{"id":1158539,"date":"2025-12-19T12:48:19","date_gmt":"2025-12-19T20:48:19","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-story&#038;p=1158539"},"modified":"2025-12-19T12:48:39","modified_gmt":"2025-12-19T20:48:39","slug":"microsoft-research-2025-a-year-in-review","status":"publish","type":"msr-story","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/microsoft-research-2025-a-year-in-review\/","title":{"rendered":"Microsoft Research 2025: A year in review"},"content":{"rendered":"\n<div class=\"wp-block-cover has-parallax is-style-default\" style=\"min-height:360px;aspect-ratio:unset;\"><div role=\"img\" aria-label=\"blue background with purple to orange diagonal stripes\" class=\"wp-block-cover__image-background wp-image-1158545 size-large has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/YearinReview2025-Stories_Hero_Feature-2000x1333-1-1024x682.jpg)\"><\/div><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-40 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-container-core-cover-is-layout-2cb6a229 wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-719fd2c2 wp-block-group-is-layout-constrained\">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading is-style-display\" id=\"find-my-things-new-teachable-ai-tool-helps-blind-and-low-vision-people-locate-lost-personal-items-1\">Research at Microsoft 2025: Translating ideas into action<\/h1>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<article class=\"wp-block-group alignfull mt-0 is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row has-background-gradient has-background-gradient-spectrum-3 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 style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"wp-block-columns is-style-dark-mode p-4 z-20 container theme-dark 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\" style=\"flex-basis:22%\"><\/div>\n\n\n\n<div class=\"wp-block-column headings-large is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56%\">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-default d-none d-md-block\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"assistive-technologies-have-helped-millions-of-people-who-are-blind-or-have-low-vision-with-a-variety-of-daily-tasks-from-converting-text-to-speech-and-summarizing-complex-documents-to-using-public-transportation-and-navigating-unfamiliar-environments-on-the-other-hand-developing-technology-that-can-help-people-with-vision-disabilities-find-frequently-used-and-easily-misplaced-personal-items-in-almost-any-physical-space-has-proved-much-more-difficult-until-now\">In 2025, AI moved beyond the lab and into daily life across the globe.<\/h3>\n\n\n\n<p>Innovation accelerated at an unprecedented rate. Abstract concepts quickly became practical tools that let scientists sculpt new materials, doctors decode complex proteins, workers amplify their skills and productivity, and communities acquire critical knowledge that can save or improve lives.&nbsp;<\/p>\n\n\n\n<p>This year,&nbsp;Microsoft Research focused on turning ideas into action&nbsp;and achieving tangible benefits&nbsp;for humanity. Through that work, we\u2019re accelerating materials discovery,&nbsp;replacing costly trial and error with precision and speed, and our efforts on protein structure prediction are helping researchers understand biological complexity in ways that pave the way for new medical treatments. And we\u2019re building multilingual and culturally aware AI that serves real-world needs. In Kenya and India, we\u2019re helping smallholder farmers access information and guidance that can improve crop yields and reduce food insecurity. In communities where low-resource languages dominate, we\u2019re creating speech-first tools that deliver locally grounded, verifiable answers.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cThe true value of AI\u2026we haven&#8217;t yet imagined and it hasn&#8217;t been invented. And yet we are in a race to have the deployment infrastructure to deliver AI to the entire world.\u201d<\/p>\n<cite><em>\u2013<\/em> Peter Lee, President, Microsoft Research<\/cite><\/blockquote>\n\n\n\n<p>We\u2019re&nbsp;also advancing&nbsp;creativity and multimodal intelligence. For example, our first generative AI model for gameplay ideation and our work on foundation models for multimodal AI agents demonstrate how AI can play a role in design and interaction across digital and physical realms\u2014enabling technological leaders and creators to do more.<\/p>\n\n\n\n<p class=\"mt:-5\">Through it all,&nbsp;responsible AI remains&nbsp;central to our mission. This year, we developed tools that strengthen trust by improving the fact-checking of LLM outputs and detecting hallucinations in complex workflows.&nbsp;In addition,&nbsp;our AI testing and evaluation work explored lessons from domains like cybersecurity and healthcare to&nbsp;help&nbsp;guide governance and ensure reliability.<\/p>\n\n\n\n<p>Beyond AI, we pushed the boundaries of computing itself with the world\u2019s first quantum processor powered by topological qubits and with a light-powered system that handles complex computational tasks with unprecedented speed and energy efficiency. We also explored metasurfaces for next-generation wireless sensing and communication and strengthened security by rewriting Microsoft\u2019s cryptographic library and developing a conservative quantum-safe cryptographic algorithm designed for a post-quantum world.&nbsp;<\/p>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"margin-callout\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 annotations__list--right\">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Story<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/whats-next-in-ai\/\" data-bi-cN=\"What's next in AI?\" data-external-link=\"false\" data-bi-aN=\"margin-callout\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>What's next in AI?<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Field notes from Microsoft Research for 2026<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<p>None of this happens in isolation, of course. Like&nbsp;most technological and scientific breakthroughs, our progress continues to&nbsp;emerge&nbsp;through collaboration and collective insight. In 2025, we convened experts at our inaugural summit to explore how AI can accelerate clean-energy research. We&nbsp;also&nbsp;celebrated 20 years of Microsoft Research India and opened a new lab in Singapore, expanding our global network and reinforcing our commitment to partnerships&nbsp;and collaboration.<\/p>\n\n\n\n<p>As&nbsp;this post&nbsp;clearly shows,&nbsp;Microsoft Research is harnessing the transformative power of AI not only to build the future but also to build it responsibly, collaboratively, and for the benefit of people everywhere.\u202f<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\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 class=\"wp-block-media-text has-video  has-vertical-margin-none  has-vertical-padding-none  has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading has-text-align-right\" id=\"microsoft-researchers-demo-the-shiksha-copilot\">Microsoft Research president Peter Lee at MIT Technology Review\u2019s EmTech Conference: What\u2019s Next?<\/h3>\n\n\n\n<p class=\"has-text-align-right\">The future of AI is full of untapped opportunities that lie just beyond the horizon.<\/p>\n<\/div><figure class=\"wp-block-media-text__media video-wrapper\"><iframe class=\"media-text__video\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/ZOpLvwtYhP4?enablejsapi=1&rel=0\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/figure><\/div>\n\n\n\n<p class=\"has-text-align-center\"><sub><em>Video credit: MIT Technology Review\u2019s EmTech Conference<\/em><br><em>Photo credit: MIT Technology Review<\/em><\/sub><\/p>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n<\/div>\n\n\n\n<div style=\"padding-bottom:32px; padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row has-background-gradient has-background-gradient-spectrum-4 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\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 style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"heading-wrapper has-text-align-center\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-spectrum-fill\" id=\"top-social-posts-of-2025\">Top social posts of 2025<\/h2>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"wp-block-group theme-dark is-style-default container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"heading-wrapper has-text-align-center\">\n<h2 class=\"wp-block-heading has-text-align-center is-style-spectrum-fill\" id=\"top-stories-of-2025\">Top stories of 2025<\/h2>\n<\/div>\n\n<div class=\"mt-0 alignwide alignwide mt-0 wp-block-msr-block-library-tabs\" data-bi-aN=\"Tabs\">\n\t<div class=\"msr-block-library-tabs__header text-center mb-4 pb-2 px-md-4 px-2\">\n\t\t\t\t\t<\/div>\n\n\t<div class=\"tabs-block px-md-4 px-2 tabs-block--vertical\">\n\t\t<div class=\"tabs-list mb-3\">\n\t\t\t<div\n\t\t\t\trole=\"tablist\"\n\t\t\t\taria-orientation=\"vertical\"\n\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-tablist\"\n\t\t\t>\n\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left msr-spectrum-bar material-color-neutral-100\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-0-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-0-panel\"\n\t\t\t\t\t\taria-selected=\"true\"\n\t\t\t\t\t\t\t\t\t\t\t>January<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-1-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-1-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>February<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-2-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-2-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>March<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-3-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-3-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>April<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-4-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-4-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>May<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-5-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-5-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>June<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-6-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-6-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>July<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-7-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-7-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>August<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-8-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-8-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>September<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-9-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-9-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>October<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-10-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-10-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>November<\/button>\n\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"tabs-button mb-md-0 p-2 pl-3 font-weight-semibold w-md-100 mb-0 border-0 text-left text-gray-500 bg-transparent\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\tdata-bi-bhvr=\"10\"\n\t\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-11-tab\"\n\t\t\t\t\t\taria-controls=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-11-panel\"\n\t\t\t\t\t\taria-selected=\"false\"\n\t\t\t\t\t\ttabindex=\"-1\"\t\t\t\t\t>December<\/button>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t<div class=\"tabs-items\">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content is-active mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-0-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-0-tab\"\n\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"ai-meets-materials-discovery-the-vision-behind-mattergen-and-mattersim\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/ai-meets-materials-discovery\/\">AI meets materials discovery: The vision behind MatterGen and MatterSim<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"2160\" style=\"aspect-ratio: 3840 \/ 2160\" width=\"3840\" controls src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/2025-grid_loopable_4K_v5.mp4\"><\/video><\/figure>\n\n\n\n<p>MatterGen and MatterSim are cutting-edge tools reshaping how we design and innovate advanced materials. Explore the process from concept to creation behind these AI-powered technologies.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-ai-for-materials-discovery-with-tian-xie-and-ziheng-lu\/\">Listen to the podcast<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/mattergen-a-new-paradigm-of-materials-design-with-generative-ai\/\">Read the MatterGen blog<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/mattergen\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore MatterGen on Microsoft Foundry<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/mattersim\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore MatterSim on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_microsoft-research-congratulates-yasuyuki-activity-7282142686038409216-awfD\/\" target=\"_blank\" aria-label=\"Yasuyuki Matsushita named IEEE Fellow\" data-bi-type=\"annotated-link\" data-bi-cN=\"Yasuyuki Matsushita named IEEE Fellow\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Yasuyuki-Matsushita-IEEE-Fellow-640x360.jpg\" class=\"mb-2\" alt=\"Yasuyuki Matsushita named IEEE Fellow\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Yasuyuki-Matsushita-IEEE-Fellow-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Yasuyuki-Matsushita-IEEE-Fellow-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Yasuyuki-Matsushita-IEEE-Fellow-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Yasuyuki-Matsushita-IEEE-Fellow-960x540.jpg 960w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_microsoft-research-congratulates-yasuyuki-activity-7282142686038409216-awfD\/\" data-bi-cN=\"Yasuyuki Matsushita named IEEE Fellow\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Yasuyuki Matsushita named IEEE Fellow<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft Research congratulates Yasuyuki Matsushita on being named a 2025 IEEE Fellow for contributions to photometric 3D modeling and computational photography.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/autogen-v0-4-reimagining-the-foundation-of-agentic-ai-for-scale-extensibility-and-robustness\/\" target=\"_self\" aria-label=\"AutoGen v0.4: Reimagining the foundation of agentic AI for scale, extensibility, and robustness\" data-bi-type=\"annotated-link\" data-bi-cN=\"AutoGen v0.4: Reimagining the foundation of agentic AI for scale, extensibility, and robustness\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"The v0.4 update introduces a cohesive AutoGen ecosystem that includes the framework, developer tools, and applications. The framework\u2019s layered architecture clearly defines each layer\u2019s functionality. It supports both first-party and third-party applications and extensions.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/AutoGen-0.4-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">BLOG<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/autogen-v0-4-reimagining-the-foundation-of-agentic-ai-for-scale-extensibility-and-robustness\/\" data-bi-cN=\"AutoGen v0.4: Reimagining the foundation of agentic AI for scale, extensibility, and robustness\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>AutoGen v0.4: Reimagining the foundation of agentic AI for scale, extensibility, and robustness<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Extending their work on AutoGen, Microsoft researchers announce AutoGen v0.4. This milestone enhances the robustness and flexibility of the open-source framework, enabling developers to build multi-agent workflows that adapt to complex tasks and environments.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_microsoft-research-congratulates-wei-chen-activity-7287914468393590784-bKkM\/\" target=\"_blank\" aria-label=\"ACM Fellows 2025 announcement\" data-bi-type=\"annotated-link\" data-bi-cN=\"ACM Fellows 2025 announcement\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Wei-Chen-Benjamin-Zorn-ACM-Fellows-640x360.jpg\" class=\"mb-2\" alt=\"Wei Chen and Benjamin Zorn named 2024 ACM Fellows\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Wei-Chen-Benjamin-Zorn-ACM-Fellows-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Wei-Chen-Benjamin-Zorn-ACM-Fellows-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Wei-Chen-Benjamin-Zorn-ACM-Fellows-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Wei-Chen-Benjamin-Zorn-ACM-Fellows-960x540.jpg 960w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">NEWS<\/span>\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_microsoft-research-congratulates-wei-chen-activity-7287914468393590784-bKkM\/\" data-bi-cN=\"ACM Fellows 2025 announcement\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>ACM Fellows 2025 announcement<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft Research celebrates new ACM Fellows recognized for outstanding contributions to computing. This honor reflects leadership in advancing AI, systems, and scientific innovation.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-1-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-1-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"introducing-muse-our-first-generative-ai-model-designed-for-gameplay-ideation\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/introducing-muse-our-first-generative-ai-model-designed-for-gameplay-ideation\/\">Introducing Muse: Our first generative AI model designed for gameplay ideation<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-1024x576.jpg\" alt=\"Three white gaming icons on a green and blue gradient background.\" class=\"wp-image-1124868\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/WHAM-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Muse, the first World and Human Action Model (WHAM), can generate game visuals, controller actions, or both.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.nature.com\/articles\/s41586-025-08600-3\" target=\"_blank\" rel=\"noreferrer noopener\">Read the article on <em>Nature<\/em><\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/wham-demonstrator-tutorial\/\">Check out the WHAM Demonstrator tutorial<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/muse\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Muse on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/exact-improving-ai-agents-decision-making-via-test-time-compute-scaling\/\" target=\"_self\" aria-label=\"ExACT: Improving AI agents' decision-making via test-time compute scaling\" data-bi-type=\"annotated-link\" data-bi-cN=\"ExACT: Improving AI agents' decision-making via test-time compute scaling\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"A gradient blue to green background features a white flowchart with rectangular boxes connected by arrows, ending in a hexagonal \u201cSTOP\u201d sign and a check mark on the right side.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/ExACT-BlogHeroFeature-1400x788-1.png 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/exact-improving-ai-agents-decision-making-via-test-time-compute-scaling\/\" data-bi-cN=\"ExACT: Improving AI agents' decision-making via test-time compute scaling\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>ExACT: Improving AI agents' decision-making via test-time compute scaling<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">ExACT teaches AI agents to explore more effectively, gather and evaluate information, and then find the best decision-making strategies.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/exact\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore ExACT on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/microsoft-research-india-celebrating-20-years-of-innovation\/\" target=\"_self\" aria-label=\"Microsoft Research India: Celebrating 20 years of innovation\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Research India: Celebrating 20 years of innovation\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-640x360.png\" class=\"mb-2\" alt=\"Microsoft Research India | colorful \"20\" with small images built into the number graphic | dark background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/20-year-MSR-India-logo-dark-bg-1920x1080.png 1920w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">ARTICLE<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/microsoft-research-india-celebrating-20-years-of-innovation\/\" data-bi-cN=\"Microsoft Research India: Celebrating 20 years of innovation\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft Research India: Celebrating 20 years of innovation<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Since its opening in 2005, Microsoft Research India has achieved an extraordinary record of innovation\u2014in areas ranging from health and education to agriculture and accessibility.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/news.microsoft.com\/en-in\/microsoft-announces-us-3bn-investment-over-two-years-in-india-cloud-and-ai-infrastructure-to-accelerate-adoption-of-ai-skilling-and-innovation\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn about investment in India&#8217;s infrastructure and workforce<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/microsoft-research-and-physics-wallah-team-up-to-enhance-ai-based-tutoring\/\">Explore the lab&#8217;s work with Physics Wallah on AI-based tutoring<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-building-ai-for-population-scale-systems-with-akshay-nambi\/\">Tune in to the podcast about AI for population-scale systems<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-quantum-computing-redefined-with-chetan-nayak\/\" target=\"_self\" aria-label=\"Ideas: Quantum computing redefined with Chetan Nayak\" data-bi-type=\"annotated-link\" data-bi-cN=\"Ideas: Quantum computing redefined with Chetan Nayak\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Outline illustration of Chetan Nayak | Ideas podcast\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Chetan-Nayak_Ideas_Hero_Feature_No_Text_1400x788.jpg 1401w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">PODCAST<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-quantum-computing-redefined-with-chetan-nayak\/\" data-bi-cN=\"Ideas: Quantum computing redefined with Chetan Nayak\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Ideas: Quantum computing redefined with Chetan Nayak<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft is re-engineering the quantum computer with the world\u2019s first topoconductor and first quantum processing unit (QPU) architecture with a topological core.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/exploring-the-structural-changes-driving-protein-function-with-bioemu-1\/\" target=\"_self\" aria-label=\"Exploring the structural changes driving protein function with BioEmu-1\" data-bi-type=\"annotated-link\" data-bi-cN=\"Exploring the structural changes driving protein function with BioEmu-1\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"The image shows eight different 3D models of protein structures. Each model is color-coded with various segments in blue, green, orange, and other colors to highlight different parts of the protein.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/NEWBioEmu-1-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">BLOG<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/exploring-the-structural-changes-driving-protein-function-with-bioemu-1\/\" data-bi-cN=\"Exploring the structural changes driving protein function with BioEmu-1\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Exploring the structural changes driving protein function with BioEmu-1<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft Research makes BioEmu-1 open source. The new deep learning model can generate thousands of protein structures per hour on a single GPU.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/bioemu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore BioEmu-1 on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magma-a-foundation-model-for-multimodal-ai-agents-across-digital-and-physical-worlds\/\" target=\"_self\" aria-label=\"Magma: A foundation model for multimodal AI agents across digital and physical worlds\" data-bi-type=\"annotated-link\" data-bi-cN=\"Magma: A foundation model for multimodal AI agents across digital and physical worlds\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Gradient background transitioning from blue on the left to pink on the right. In the center, a rectangular box with \u2018MAGMA\u2019 written in bold white letters. To the left, an icon of a globe representing Earth. To the right, an icon of a computer monitor displaying a globe. Arrows connect these three elements in a circular flow, indicating interaction or data exchange between Earth, MAGMA, and the computer.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/Project-Magma-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">BLOG<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magma-a-foundation-model-for-multimodal-ai-agents-across-digital-and-physical-worlds\/\" data-bi-cN=\"Magma: A foundation model for multimodal AI agents across digital and physical worlds\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Magma: A foundation model for multimodal AI agents across digital and physical worlds<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">This new model takes a significant step toward AI agents that can serve as versatile, general-purpose assistants.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/magma\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Magma on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-2-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-2-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"semantic-telemetry-understanding-how-users-interact-with-ai-systems\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/semantic-telemetry-understanding-how-users-interact-with-ai-systems\/\">Semantic Telemetry: Understanding how users interact with AI systems<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1.jpg\" alt=\"Semantic Telemetry blog | diagram showing relationships between chat, LLM prompt, and labeled data\" class=\"wp-image-1133588\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Semantic-Telemetry-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>In the first of three blog posts, Microsoft researchers introduce a new data science approach to understanding human-AI interactions, which can be iterative and complex. The work is part of the <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/semantic-telemetry\/\">Semantic Telemetry<\/a> project.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/semantic-telemetry\/microsoft-research-blog\/\">Explore the blog posts on Semantic Telemetry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-accelerating-foundation-models-research-ai-for-all\/\" target=\"_self\" aria-label=\"Ideas: Accelerating Foundation Models Research: AI for all\" data-bi-type=\"annotated-link\" data-bi-cN=\"Ideas: Accelerating Foundation Models Research: AI for all\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Microsoft Research Podcast | Ideas: Evelyne Viegas, Muhammed Idris, Cesar Torres\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/AFMR_Ideas_Hero_Feature_1400x788.jpg 1401w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">pODCAST<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-accelerating-foundation-models-research-ai-for-all\/\" data-bi-cN=\"Ideas: Accelerating Foundation Models Research: AI for all\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Ideas: Accelerating Foundation Models Research: AI for all<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Podcast guests discuss state-of-the-art foundation models as a source of creative inspiration and how the Accelerating Foundation Models Research initiative is partnering with Minority Serving Institutions.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/academic-program\/agentic-ai-research-and-innovation\/\">Learn about the initiative&#8217;s evolution to Agentic AI Research and Innovation<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/advancing-biomedical-discovery-overcoming-data-challenges-in-precision-medicine\/\" target=\"_self\" aria-label=\"Advancing biomedical discovery: Overcoming data challenges in precision medicine\" data-bi-type=\"annotated-link\" data-bi-cN=\"Advancing biomedical discovery: Overcoming data challenges in precision medicine\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"white line icon of a medical paper and of a computer with a person in front of it on a blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Biomedical-Data-Lifecycle-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/advancing-biomedical-discovery-overcoming-data-challenges-in-precision-medicine\/\" data-bi-cN=\"Advancing biomedical discovery: Overcoming data challenges in precision medicine\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Advancing biomedical discovery: Overcoming data challenges in precision medicine<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">A\u00a0Microsoft Research\u00a0study published in\u00a0<em>Nature Scientific Reports<\/em>\u00a0identifies\u00a0pain points in the biomedical data life\u00a0cycle\u00a0and offers\u00a0recommendations on secure data\u00a0sharing, interoperability, and collaboration among researchers.\u00a0<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.nature.com\/articles\/s41598-025-90453-x\" target=\"_blank\" rel=\"noreferrer noopener\">Read the article on <em>Nature Scientific Reports<\/em><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/the-ai-revolution-in-medicine-revisited-the-reality-of-generative-ai-in-the-clinic\/\" target=\"_self\" aria-label=\"The reality of generative AI in the clinic\" data-bi-type=\"annotated-link\" data-bi-cN=\"The reality of generative AI in the clinic\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"AI Revolution podcast | Episode 1 - The reality of generative AI in the clinic | outline illustration of Dr. Sara Murray, Peter Lee, Dr. Christopher Longhurst\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode1-Peter-Sara-Christopher-AIRevolution_Hero_Feature_River_No_Text_1400x788.jpg 1401w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/the-ai-revolution-in-medicine-revisited-the-reality-of-generative-ai-in-the-clinic\/\" data-bi-cN=\"The reality of generative AI in the clinic\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>The reality of generative AI in the clinic<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">In this special Microsoft Research Podcast series, guests from across the healthcare ecosystem join Peter Lee, president of Microsoft Research, to discuss the current state and future of AI in medicine. This first episode examines how clinicians are using the technology.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/the-ai-revolution-in-medicine-revisited\/\">Explore the podcast series<\/a><\/div>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-3-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-3-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"the-future-of-ai-in-knowledge-work-tools-for-thought-at-chi-2025\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/the-future-of-ai-in-knowledge-work-tools-for-thought-at-chi-2025\/\">The future of AI in knowledge work: Tools for Thought at CHI 2025<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2100\" height=\"1182\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1.jpg\" alt=\"A digital illustration of a person with a contemplative expression, resting their chin on their hand. The top of the person's head is open, revealing a white bird standing inside. The seagull is holding a worm in its beak, feeding the baby birds. The background is blue, and the words \"TOOLS FOR THOUGHT\" are written across the image in white letters.\" class=\"wp-image-1136653\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1.jpg 2100w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-1536x865.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-2048x1153.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Thought-at-Microsoft-at-CHI-2025-BlogHeroFeature-1400x788-1-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 2100px) 100vw, 2100px\" \/><\/figure>\n\n\n\n<p>Can AI tools help us think better? At this year\u2019s CHI conference on Human Factors in Computing Systems, Microsoft presented four papers and cohosted a workshop that dove into this intersection of AI and human cognition.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/tools-for-thought\/\">Learn about Tools for Thought<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/vidtok-introduces-compact-efficient-tokenization-to-enhance-ai-video-processing\/\" target=\"_self\" aria-label=\"VidTok introduces compact, efficient tokenization to enhance AI video processing\" data-bi-type=\"annotated-link\" data-bi-cN=\"VidTok introduces compact, efficient tokenization to enhance AI video processing\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"Diagram showing an overview of how video tokenizers work with stages labeled as Input, Encoder, Regularizer (Latent Space), Decoder, and Output.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/VidTok-BlogHeroFeature-1400x788-1.png 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/vidtok-introduces-compact-efficient-tokenization-to-enhance-ai-video-processing\/\" data-bi-cN=\"VidTok introduces compact, efficient tokenization to enhance AI video processing\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>VidTok introduces compact, efficient tokenization to enhance AI video processing<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">A new approach\u202fmakes visual data more compact and manageable, giving developers in\u202fvisual\u202fworld modeling a flexible and efficient new tool.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/the-ai-revolution-in-medicine-revisited-real-world-healthcare-ai-development-and-deployment-at-scale\/\" target=\"_self\" aria-label=\"Real-world healthcare AI development and deployment\u2014at scale\" data-bi-type=\"annotated-link\" data-bi-cN=\"Real-world healthcare AI development and deployment\u2014at scale\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"AI Revolution podcast | Episode 2 - AI Revolution podcast | Episode 2 - Real-world healthcare AI development and deployment\u2014at scale | outline illustration of Seth Hain, Peter Lee, Dr. Matthew Lungren | outline illustration of Seth Hain, Peter Lee, Matt Lungren\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/Episode2-Peter-Seth-Matt-AIRevolution_Hero_Feature_River_No_Text_1400x788.jpg 1401w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/the-ai-revolution-in-medicine-revisited-real-world-healthcare-ai-development-and-deployment-at-scale\/\" data-bi-cN=\"Real-world healthcare AI development and deployment\u2014at scale\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Real-world healthcare AI development and deployment\u2014at scale<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Host Peter Lee, Microsoft\u2019s Dr. Matthew Lungren, and Epic\u2019s Seth Hain discuss implementing AI in healthcare, from automating administrative tasks to integrating AI into electronic health records at\u202fglobal\u202fscale.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/the-ai-revolution-in-medicine-revisited\/\">Explore the podcast series<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/debug-gym-an-environment-for-ai-coding-tools-to-learn-how-to-debug-code-like-programmers\/\" target=\"_self\" aria-label=\"Debug-gym: An environment for AI coding tools to learn how to debug code like programmers\" data-bi-type=\"annotated-link\" data-bi-cN=\"Debug-gym: An environment for AI coding tools to learn how to debug code like programmers\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"DeBug blog graphic with a line drawing of a computer screen on the left and a magnifying glass with a bug on the right.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-1536x865.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-2048x1153.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/NEWDeBug-BlogHeroFeature-1400x788-1-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/debug-gym-an-environment-for-ai-coding-tools-to-learn-how-to-debug-code-like-programmers\/\" data-bi-cN=\"Debug-gym: An environment for AI coding tools to learn how to debug code like programmers\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Debug-gym: An environment for AI coding tools to learn how to debug code like programmers<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Developers spend a lot of time debugging code instead of writing it. Debug-gym aims to maximize the potential time savings from AI tools by teaching them to debug code.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/debug-gym\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Debug-gym on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:share:7317970030267170816\/\" target=\"_blank\" aria-label=\"Zinan Lin and collaborators take second place at AI Mathematical Olympiad\" data-bi-type=\"annotated-link\" data-bi-cN=\"Zinan Lin and collaborators take second place at AI Mathematical Olympiad\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/zinan-lin-ai-math-640x360.jpg\" class=\"mb-2\" alt=\"Zinan Lin and collaborators secure second place in AI Mathematical Olympiad\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/zinan-lin-ai-math-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/zinan-lin-ai-math-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/zinan-lin-ai-math-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/zinan-lin-ai-math-960x540.jpg 960w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:share:7317970030267170816\/\" data-bi-cN=\"Zinan Lin and collaborators take second place at AI Mathematical Olympiad\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Zinan Lin and collaborators take second place at AI Mathematical Olympiad<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">The competition is organized by leading mathematicians and computer scientists to encourage the development of AI models capable of mathematical reasoning and problem-solving.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-4-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-4-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"introducing-aurora-the-first-large-scale-foundation-model-of-the-atmosphere\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/introducing-aurora-the-first-large-scale-foundation-model-of-the-atmosphere\/\">Introducing Aurora: The first large-scale foundation model of the atmosphere<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-1024x576.jpg\" alt=\"satellite image of Storm Ciar\u00e1n\" class=\"wp-image-1041021\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Work on Aurora, an AI model that redefines weather prediction with application to other environmental domains such as tropical cyclones, is published in <em>Nature<\/em>.<\/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 is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/aurora-a-foundation-model-for-the-earth-system\/\">A Foundation Model for the Earth System<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/societal-ai-building-human-centered-ai-systems\/\" target=\"_self\" aria-label=\"Societal AI: Building human-centered AI systems\" data-bi-type=\"annotated-link\" data-bi-cN=\"Societal AI: Building human-centered AI systems\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Societal AI surrounded by a circle with two directional arrows in the center of a rectangle with Computer Science and a computer icon on the left with a directional arrow pointing to Social Science on the right with two avatar icons.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Societal-AI-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/societal-ai-building-human-centered-ai-systems\/\" data-bi-cN=\"Societal AI: Building human-centered AI systems\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Societal AI: Building human-centered AI systems<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">A new position paper explores Societal AI, an interdisciplinary framework for guiding AI development that examines how AI intersects with social systems and public life.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/abstracts-societal-ai-with-xing-xie\/\">Listen to the podcast<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/microsoft-fusion-summit-explores-how-ai-can-accelerate-fusion-research\/\" target=\"_self\" aria-label=\"Microsoft Fusion Summit explores how AI can accelerate fusion research\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Fusion Summit explores how AI can accelerate fusion research\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"a person giving a presentation\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Fusion-Summit-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/microsoft-fusion-summit-explores-how-ai-can-accelerate-fusion-research\/\" data-bi-cN=\"Microsoft Fusion Summit explores how AI can accelerate fusion research\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft Fusion Summit explores how AI can accelerate fusion research<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">The Fusion Summit brought together scientists and researchers to explore how AI can accelerate fusion energy research and help bring this energy source to the grid sooner.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magentic-ui-an-experimental-human-centered-web-agent\/\" target=\"_self\" aria-label=\"Magentic-UI, an experimental human-centered web agent\" data-bi-type=\"annotated-link\" data-bi-cN=\"Magentic-UI, an experimental human-centered web agent\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"This figure denotes a human figure above a small monitor on the left and a gear on the right with arrows pointing to each.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/MagenticUI-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magentic-ui-an-experimental-human-centered-web-agent\/\" data-bi-cN=\"Magentic-UI, an experimental human-centered web agent\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Magentic-UI, an experimental human-centered web agent<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">This research prototype of a human-centered agent helps researchers study open questions on human-in-the-loop approaches and oversight mechanisms for AI agents.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/magnetic-ui\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Magentic-UI on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/frodokem-a-conservative-quantum-safe-cryptographic-algorithm\/\" target=\"_self\" aria-label=\"FrodoKEM: A conservative quantum-safe cryptographic algorithm\" data-bi-type=\"annotated-link\" data-bi-cN=\"FrodoKEM: A conservative quantum-safe cryptographic algorithm\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"The image features a gradient background transitioning from blue on the left to pink on the right. In the center, there are three white icons. On the left is a microchip icon that represents quantum computing, in the middle is a shield, and on the right is another microchip with a padlock symbol inside it.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/FrodoKEM-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/frodokem-a-conservative-quantum-safe-cryptographic-algorithm\/\" data-bi-cN=\"FrodoKEM: A conservative quantum-safe cryptographic algorithm\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>FrodoKEM: A conservative quantum-safe cryptographic algorithm<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">This new key encapsulation mechanism is based on the Learning with Errors (LWE) problem, a cornerstone of lattice-based cryptography, and built on generic, unstructured lattices.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-5-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-5-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"breaking-bonds-breaking-ground-advancing-the-accuracy-of-computational-chemistry-with-deep-learning\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/breaking-bonds-breaking-ground-advancing-the-accuracy-of-computational-chemistry-with-deep-learning\/\">Breaking bonds, breaking ground: Advancing the accuracy of computational chemistry with deep learning<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1.jpg\" alt=\"background pattern\" class=\"wp-image-1142136\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/DFT-Blog-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>A new deep learning\u2013based exchange-correlation functional, Skala, dramatically improves the accuracy of density functional theory (DFT) calculations, enabling more reliable computational chemistry and materials-design simulations.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/what-is-density-functional-theory-dft\/\">Watch Chris Bishop&#8217;s Density Functional Theory (DFT) explainer<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/timeline-the-continuing-evolution-of-density-functional-theory\/\">Density Functional Theory (DFT)<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/skala\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Skala on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/how-ashabot-empowers-rural-indias-frontline-health-workers\/\" target=\"_self\" aria-label=\"How ASHABot empowers rural India\u2019s frontline health workers\" data-bi-type=\"annotated-link\" data-bi-cN=\"How ASHABot empowers rural India\u2019s frontline health workers\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-640x360.jpg\" class=\"mb-2\" alt=\"Lady in blue sari, holding a smartphone, looking at the camera. Seated outside in front of a couple of trees.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/ASHABot-Story_Webhero-v3_2000x1333-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Story<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/how-ashabot-empowers-rural-indias-frontline-health-workers\/\" data-bi-cN=\"How ASHABot empowers rural India\u2019s frontline health workers\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>How ASHABot empowers rural India\u2019s frontline health workers<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">ASHABot provides rural India\u2019s frontline health workers with reliable, localized medical guidance, enabling them to better serve underserved communities more confidently and effectively.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/ashabot-an-llm-powered-chatbot-to-support-the-informational-needs-of-community-health-workers\/\">Read the ASHABot paper<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/how-ai-is-reshaping-the-future-of-healthcare-and-medical-research\/\" target=\"_self\" aria-label=\"How AI is reshaping the future of healthcare and medical research\" data-bi-type=\"annotated-link\" data-bi-cN=\"How AI is reshaping the future of healthcare and medical research\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Illustrated headshot of Bill Gates, Peter Lee, and S\u00e9bastien Bubeck.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-1536x864.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-2048x1152.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/Episode7-PeterBillSebastien-AIRevolution_Hero_Feature_No_Text_1400x788-1-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/how-ai-is-reshaping-the-future-of-healthcare-and-medical-research\/\" data-bi-cN=\"How AI is reshaping the future of healthcare and medical research\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>How AI is reshaping the future of healthcare and medical research<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Bill Gates and S\u00e9bastien Bubeck discuss how advancing AI is already influencing clinical work, global health, and scientific discovery and what breakthroughs, risks, and shifts they expect to define the future of AI-enabled medicine.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/the-ai-revolution-in-medicine-revisited\/\">Explore the podcast series<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/learning-from-other-domains-to-advance-ai-evaluation-and-testing\/\" target=\"_self\" aria-label=\"Learning from other domains to advance AI evaluation and testing\" data-bi-type=\"annotated-link\" data-bi-cN=\"Learning from other domains to advance AI evaluation and testing\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-240x135.jpg\" class=\"mb-2\" alt=\"Illustrated headshots of the Guests from the limited podcast series, AI Testing and Evaluation: Learnings from Science and Industry\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RAI-BlogHeroFeature-1400x788-2.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/learning-from-other-domains-to-advance-ai-evaluation-and-testing\/\" data-bi-cN=\"Learning from other domains to advance AI evaluation and testing\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Learning from other domains to advance AI evaluation and testing<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Lessons from established sectors show that strengthening rigor, standardization, and interpretability are essential for building reliable AI evaluation frameworks.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/ai-testing-and-evaluation-learnings-from-science-and-industry\/\">Check out the podcast series<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/rewriting-symcrypt-in-rust-to-modernize-microsofts-cryptographic-library\/\" target=\"_self\" aria-label=\"Rewriting SymCrypt in Rust to modernize Microsoft\u2019s cryptographic library\u00a0\" data-bi-type=\"annotated-link\" data-bi-cN=\"Rewriting SymCrypt in Rust to modernize Microsoft\u2019s cryptographic library\u00a0\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Three white icons on a gradient background that transitions from blue on the left to pink on the right. The first icon, on the left, is a microchip with a padlock in the center. The middle icon is a flowchart diagram with connected shapes. The third icon, on the right, consists of two angle brackets facing each other.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/RewritingSymCrypt-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/rewriting-symcrypt-in-rust-to-modernize-microsofts-cryptographic-library\/\" data-bi-cN=\"Rewriting SymCrypt in Rust to modernize Microsoft\u2019s cryptographic library\u00a0\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Rewriting SymCrypt in Rust to modernize Microsoft\u2019s cryptographic library\u00a0<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">A team at Microsoft Research is rewriting parts of the SymCrypt cryptographic library in Rust to improve memory safety, defend against side-channel attacks, and enable formal verification.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-6-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-6-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"science-features-bioemu\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_bioemu-activity-7349138939464609793-VraW?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAph7CUB-3YSOBKtkY7FBdNRFZmpHdNZcMo\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Science<\/em> features <em>BioEmu<\/em><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1.jpg\" alt=\"shows samples obtained from BioEmu-1 and plays them from one experimentally known structure to another known structure. The samples from BioEmu-1 are reordered to make the transition between the two experimentally known structures as smooth as possible. The protein consists of two domains. One of the domains rotates almost 180 degrees after the transition interfacing with the other domain on its back side.\" class=\"wp-image-1129776\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/02\/BioEmu-1-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>The journal <em>Science <\/em>publishes a paper on BioEmu, the deep learning model from Microsoft Research that can generate thousands of protein structures per hour, unlocking new possibilities for protein scientists and drug discovery and research.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/scalable-emulation-of-protein-equilibrium-ensembles-with-bioemu\/\">Watch Frank No\u00e9&#8217;s BioEmu explainer<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.science.org\/doi\/10.1126\/science.adv9817\" target=\"_blank\" rel=\"noreferrer noopener\">Read the BioEmu paper in Science<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_osdi2025-activity-7348742782301208577-vU1o\/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB0bir8B2sxmb2Ff5tGcxnawi_duvLsy2iY\" target=\"_blank\" aria-label=\"Microsoft researchers, collaborators receive OSDI\u202fDistinguished Artifact Award\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft researchers, collaborators receive OSDI\u202fDistinguished Artifact Award\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-240x135.png\" class=\"mb-2\" alt=\"Microsoft at OSDI 2025 | PoWER paper award\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/OSDI-2025_PoWER-paper-award_16-9.png 1017w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_osdi2025-activity-7348742782301208577-vU1o\/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB0bir8B2sxmb2Ff5tGcxnawi_duvLsy2iY\" data-bi-cN=\"Microsoft researchers, collaborators receive OSDI\u202fDistinguished Artifact Award\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft researchers, collaborators receive OSDI\u202fDistinguished Artifact Award<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">The paper \u201cPoWER\u202f Never Corrupts: Tool-Agnostic Verification of Crash Consistency and Corruption Detection\u201d introduces two new techniques for verifying storage systems using only widely supported constructs, addressing a longstanding challenge in system design.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/power-never-corrupts-tool-agnostic-verification-of-crash-consistency-and-corruption-detection\/\">Read the PoWER paper<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/how-ai-will-accelerate-biomedical-research-and-discovery\/\" target=\"_blank\" aria-label=\"How AI will accelerate biomedical research and discovery\" data-bi-type=\"annotated-link\" data-bi-cN=\"How AI will accelerate biomedical research and discovery\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Illustrated images of Peter Lee, Daphne Koller, Noubar Afeyan, and Dr. Eric Topol for the Microsoft Research Podcast\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/Episode8-PeterEricNoubarDaphne-AIRevolution_Hero_Feature_No_Text_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/how-ai-will-accelerate-biomedical-research-and-discovery\/\" data-bi-cN=\"How AI will accelerate biomedical research and discovery\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>How AI will accelerate biomedical research and discovery<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Daphne Koller, Noubar Afeyan, and Dr. Eric Topol\u2014leaders in AI-driven medicine\u2014examine how AI is accelerating drug discovery, transforming biotech research and development, and advancing disease prevention.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/the-ai-revolution-in-medicine-revisited\/\">Explore the podcast series<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/collabllm-teaching-llms-to-collaborate-with-users\/\" target=\"_self\" aria-label=\"CollabLLM: Teaching LLMs to collaborate with users\" data-bi-type=\"annotated-link\" data-bi-cN=\"CollabLLM: Teaching LLMs to collaborate with users\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-240x135.jpg\" class=\"mb-2\" alt=\"CollabLLM blog hero | flowchart diagram starting in the upper left corner with an icon of two overlapping chat bubbles; arrow pointing right to an LLM network node icon; branching down to show three simulated users; right arrow to a \"Reward\" box\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/CollabLLM-BlogHeroFeature-1400x788_Update.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/collabllm-teaching-llms-to-collaborate-with-users\/\" data-bi-cN=\"CollabLLM: Teaching LLMs to collaborate with users\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>CollabLLM: Teaching LLMs to collaborate with users<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Recipient of an ICML 2025 Outstanding Paper Award, CollabLLM improves how LLMs collaborate with users. Using reinforcement learning, it trains models to ask questions and adapt its tone to different situations.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/news.microsoft.com\/source\/asia\/2025\/07\/24\/microsoft-research-asia-launches-singapore-lab-to-drive-ai-innovation-industrial-transformation-and-talent-development\/\" target=\"_blank\" aria-label=\"Microsoft Research Asia Launches Singapore Lab to Drive AI Innovation, Industrial Transformation, and Talent Development\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Research Asia Launches Singapore Lab to Drive AI Innovation, Industrial Transformation, and Talent Development\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/CSA08970-opq3007014432-1900x1266-1-640x360.jpg\" class=\"mb-2\" alt=\"Microsoft Research Asia launches Singapore lab to drive AI innovation, industrial transformation, and talent development\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/CSA08970-opq3007014432-1900x1266-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/CSA08970-opq3007014432-1900x1266-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/CSA08970-opq3007014432-1900x1266-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/CSA08970-opq3007014432-1900x1266-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/CSA08970-opq3007014432-1900x1266-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">News<\/span>\n\t\t\t<a href=\"https:\/\/news.microsoft.com\/source\/asia\/2025\/07\/24\/microsoft-research-asia-launches-singapore-lab-to-drive-ai-innovation-industrial-transformation-and-talent-development\/\" data-bi-cN=\"Microsoft Research Asia Launches Singapore Lab to Drive AI Innovation, Industrial Transformation, and Talent Development\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft Research Asia Launches Singapore Lab to Drive AI Innovation, Industrial Transformation, and Talent Development<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">The lab, Microsoft\u2019s first in Southeast Asia, will drive innovation on intertwined goals: deploying industry-transforming AI, pursuing frontier breakthroughs in AI foundations, and advancing responsible, socially beneficial applications.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Publication<\/span>\n\t\t\t<a href=\"https:\/\/www.cell.com\/matter\/fulltext\/S2590-2385(25)00310-8\" data-bi-cN=\"Seaweed is not just for sushi anymore\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Seaweed is not just for sushi anymore<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">A research collaboration is developing a low-carbon cement alternative made from intact seaweed biomass. The work uses a machine learning\u2013driven design process to rapidly test and refine blends and reduce development time from months to 28 days.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.instagram.com\/reel\/DMLLJ2WqPux\/\" target=\"_blank\" rel=\"noreferrer noopener\">Watch the reel<\/a><\/div>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-7-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-7-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"dion-the-distributed-orthonormal-update-revolution-is-here\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/dion-the-distributed-orthonormal-update-revolution-is-here\/\">Dion: The distributed orthonormal update revolution is here<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1441\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-scaled.jpg\" alt=\"Three white icons on a gradient background transitioning from blue to green. From left to right: a network of interconnected nodes, a speedometer with the needle pointing right, and a flowchart with squares and a diamond shape.\" class=\"wp-image-1147793\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-scaled.jpg 2560w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-1536x865.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-2048x1153.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Dion-BlogHeroFeature-1400x788_New-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p>Dion, a new open-source optimizer for training AI models, enables anyone to train large models more efficiently at scale.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/microsoft\/dion\/\" target=\"_blank\" rel=\"noreferrer noopener\">Dion Optimizer on GitHub<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/project-ire-autonomously-identifies-malware-at-scale\/\" target=\"_self\" aria-label=\"Project Ire autonomously identifies malware at scale\" data-bi-type=\"annotated-link\" data-bi-cN=\"Project Ire autonomously identifies malware at scale\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Stylized digital illustration of a multi-layered circuit board. A glowing blue microchip sits at the top center, with intricate circuitry radiating outward. Beneath it, four stacked layers transition in color from blue to orange, each featuring circuit-like patterns. Smaller rectangular and circular components are connected around the layers, all set against a dark background with scattered geometric shapes.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/07\/IreSocial-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/project-ire-autonomously-identifies-malware-at-scale\/\" data-bi-cN=\"Project Ire autonomously identifies malware at scale\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Project Ire autonomously identifies malware at scale<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Project Ire is an autonomous AI agent that can analyze and classify software without assistance and even reverse engineer a software file with no clues about its origin or purpose\u2014a big step forward in cybersecurity and malware detection.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/self-adaptive-reasoning-for-science\/\" target=\"_self\" aria-label=\"Self-adaptive reasoning for science\" data-bi-type=\"annotated-link\" data-bi-cN=\"Self-adaptive reasoning for science\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"A gradient background transitioning from blue to pink with three white icons: a DNA double helix, a light bulb with rays, and a stylized path with arrows and nodes.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MDQ-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/self-adaptive-reasoning-for-science\/\" data-bi-cN=\"Self-adaptive reasoning for science\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Self-adaptive reasoning for science<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft researchers demonstrate that an optimization-based, self-adaptive AI system developed without post-training reinforcement learning can rival post-trained models in domains where adaptability, explainability, and control matter most.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/mindjourney-enables-ai-to-explore-simulated-3d-worlds-to-improve-spatial-interpretation\/\" target=\"_self\" aria-label=\"MindJourney enables AI to explore simulated 3D worlds to improve spatial interpretation\" data-bi-type=\"annotated-link\" data-bi-cN=\"MindJourney enables AI to explore simulated 3D worlds to improve spatial interpretation\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Three white line icons on a gradient background transitioning from blue to pink. From left to right: a network or molecule structure with a central circle and six surrounding nodes, a 3D cube, and an open laptop with an eye symbol above it.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/ImprovingImagination-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/mindjourney-enables-ai-to-explore-simulated-3d-worlds-to-improve-spatial-interpretation\/\" data-bi-cN=\"MindJourney enables AI to explore simulated 3D worlds to improve spatial interpretation\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>MindJourney enables AI to explore simulated 3D worlds to improve spatial interpretation<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">MindJourney helps AI agents explore 3D spaces they can\u2019t directly detect by addressing a key limitation in vision-language models, which allow AI agents to interpret and describe visual scenes.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/mindjourney-test-time-scaling-with-world-models-for-spatial-reasoning\/\">Watch the MindJourney video<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/crescent-library-brings-privacy-to-digital-identity-systems\/\" target=\"_self\" aria-label=\"Crescent library brings privacy to digital identity systems\" data-bi-type=\"annotated-link\" data-bi-cN=\"Crescent library brings privacy to digital identity systems\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Three white line icons on a gradient background transitioning from blue to pink. From left to right: icon representing a computer chip, padlock icon, an avatar icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Crescent-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/crescent-library-brings-privacy-to-digital-identity-systems\/\" data-bi-cN=\"Crescent library brings privacy to digital identity systems\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Crescent library brings privacy to digital identity systems<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Crescent is a cryptographic library that helps people protect their personal privacy by preventing widely used identity formats from automatically linking their separate digital interactions and building a detailed user behavior profile.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-8-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-8-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"tool-space-interference-in-the-mcp-era-designing-for-agent-compatibility-at-scale\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/renderformer-how-neural-networks-are-reshaping-3d-rendering\/\">RenderFormer: How neural networks are reshaping 3D rendering<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations.png\" alt=\"various RenderFormer 3D animations\" class=\"wp-image-1150518\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations.png 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/RenderFormer-animations-1280x720.png 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>RenderFormer is a new neural architecture that uses machine learning rather than traditional physics-based techniques to support full-featured 3D rendering, a process widely used across gaming, film, virtual reality, and architectural visualization.<\/p>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/tool-space-interference-in-the-mcp-era-designing-for-agent-compatibility-at-scale\/\" target=\"_self\" aria-label=\"Tool-space interference in the MCP era: Designing for agent compatibility at scale\" data-bi-type=\"annotated-link\" data-bi-cN=\"Tool-space interference in the MCP era: Designing for agent compatibility at scale\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Three white icons on a gradient background transitioning from blue to purple to pink. From left to right: a globe with a magnifying glass representing internet search, a central circle connected to smaller circles symbolizing network connectivity, and a checklist with two checkmarks and one empty box indicating task management.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/09\/ToolSpaceInterference-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/tool-space-interference-in-the-mcp-era-designing-for-agent-compatibility-at-scale\/\" data-bi-cN=\"Tool-space interference in the MCP era: Designing for agent compatibility at scale\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Tool-space interference in the MCP era: Designing for agent compatibility at scale<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Model Context Protocol (MCP) and a growing\u00a0society of\u00a0tools\u00a0promise to extend AI-agent capabilities through cross-provider horizontal integration.\u00a0But the copresence of these\u00a0cross-provider\u00a0tools\u00a0or agents\u00a0could lead to failures. Microsoft Research offers\u00a0steps\u00a0to avoid that.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/breaking-the-networking-wall-in-ai-infrastructure\/\" target=\"_self\" aria-label=\"Breaking the\u00a0networking\u00a0wall\u00a0in\u00a0AI infrastructure\u00a0\" data-bi-type=\"annotated-link\" data-bi-cN=\"Breaking the\u00a0networking\u00a0wall\u00a0in\u00a0AI infrastructure\u00a0\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Two white line icons on a gradient background transitioning from blue to pink. From left to right: icon representing a set of gears; an icon representing three connected nodes each containing a user icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/MicroLED-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/breaking-the-networking-wall-in-ai-infrastructure\/\" data-bi-cN=\"Breaking the\u00a0networking\u00a0wall\u00a0in\u00a0AI infrastructure\u00a0\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Breaking the\u00a0networking\u00a0wall\u00a0in\u00a0AI infrastructure\u00a0<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">MOSAIC is a novel optical link technology that uses microLEDs and a wide-and-slow design to improve datacenter performance and GPU communication by simultaneously providing low power and cost, high reliability, and long reach.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/using-ai-to-assist-in-rare-disease-diagnosis\/\" target=\"_self\" aria-label=\"Using AI to assist in rare disease diagnosis\" data-bi-type=\"annotated-link\" data-bi-cN=\"Using AI to assist in rare disease diagnosis\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Icons representing individual and group connections to a central computer monitor with a globe, symbolizing online connectivity, set against a gradient background transitioning from blue to pink.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/AItoAssistDiagnosis-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/using-ai-to-assist-in-rare-disease-diagnosis\/\" data-bi-cN=\"Using AI to assist in rare disease diagnosis\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Using AI to assist in rare disease diagnosis<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Working with Drexel University and the Broad Institute, Microsoft Research developed strategies for using generative AI to help synthesize biomedical data, enabling AI-expert collaboration to increase the diagnoses of rare diseases.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/microsoft-study-shows-ai-assistants-help-with-development-for-programmers-who-are-blind-or-have-low-vision\/\" target=\"_self\" aria-label=\"Microsoft study shows AI assistants help with development for programmers who are blind or have low vision\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft study shows AI assistants help with development for programmers who are blind or have low vision\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-640x360.jpg\" class=\"mb-2\" alt=\"Find My Things | woman holding her mobile phone over keys on a desk\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Article<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/microsoft-study-shows-ai-assistants-help-with-development-for-programmers-who-are-blind-or-have-low-vision\/\" data-bi-cN=\"Microsoft study shows AI assistants help with development for programmers who are blind or have low vision\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft study shows AI assistants help with development for programmers who are blind or have low vision<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Developers who are blind or have low vision are often limited to back-end programming. But with vibe coding, an AI-assisted software development technique that uses natural language, developers who use screen readers can now perform tasks like UI development.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-9-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-9-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"the-analog-optical-computer-using-light-to-solve-complex-problems\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/news.microsoft.com\/source\/features\/innovation\/microsoft-analog-optical-computer-cracks-two-practical-problems-shows-ai-promise\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Analog Optical Computer: Using light to solve complex problems<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork.jpg\" alt=\"three Microsoft researchers working with the analog optical computer\" class=\"wp-image-1159183\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork.jpg 800w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Analog-Optical-Computer-teamwork-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>Microsoft Research Manager Francesca Parmigiani talks about the Analog Optical Computer her team developed and how they used light as a medium to create a durable, practical device that could be 100 times faster and 100 times more energy efficient than a binary digital computer in solving certain problems.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.nature.com\/articles\/s41586-025-09430-z\" target=\"_blank\" rel=\"noreferrer noopener\">Read the <em>Nature<\/em> article<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=CMcS6rWXbhE&t=855s\" target=\"_blank\" rel=\"noreferrer noopener\">Listen to the podcast<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/the-paraphrase-project-designing-defense-for-an-era-of-synthetic-biology\/\" target=\"_self\" aria-label=\"The Paraphrase Project: Designing defense for an era of synthetic biology\" data-bi-type=\"annotated-link\" data-bi-cN=\"The Paraphrase Project: Designing defense for an era of synthetic biology\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"170\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MS-Paraphrase_Frame8-HeroStill_1400x788_V09-300x169.png\" class=\"mb-2\" alt=\"Simulation of the reformulated sequences bypassing the existing filters undetected, prior to the red-teaming patch.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MS-Paraphrase_Frame8-HeroStill_1400x788_V09-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MS-Paraphrase_Frame8-HeroStill_1400x788_V09-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MS-Paraphrase_Frame8-HeroStill_1400x788_V09-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MS-Paraphrase_Frame8-HeroStill_1400x788_V09.png 1400w\" sizes=\"auto, (max-width: 170px) 100vw, 170px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Story<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/the-paraphrase-project-designing-defense-for-an-era-of-synthetic-biology\/\" data-bi-cN=\"The Paraphrase Project: Designing defense for an era of synthetic biology\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>The Paraphrase Project: Designing defense for an era of synthetic biology<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Concerned that open-source AI tools could be used to re-engineer toxins capable of evading existing biosecurity software, Microsoft Chief Scientific Officer Eric Horvitz initiated a project to show how AI could be used to strengthen biosecurity tools and prevent potentially deadly vulnerabilities.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/when-ai-meets-biology-promise-risk-and-responsibility\/\">Read the Paraphrase blog post<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-more-ai-resilient-biosecurity-with-the-paraphrase-project\/\">Listen to the Paraphrase podcast<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/tell-me-when-building-agents-that-can-wait-monitor-and-act\/\" target=\"_blank\" aria-label=\"Tell me when: Building agents that can wait, monitor, and act\" data-bi-type=\"annotated-link\" data-bi-cN=\"Tell me when: Building agents that can wait, monitor, and act\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Workflow icons showing tasks, thinking, and time, linked to a person symbol on a gradient background.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticUIupdate-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/tell-me-when-building-agents-that-can-wait-monitor-and-act\/\" data-bi-cN=\"Tell me when: Building agents that can wait, monitor, and act\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Tell me when: Building agents that can wait, monitor, and act<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">SentinelStep, a new mechanism that enables AI agents to complete monitoring tasks over hours or days without getting sidetracked, is a first step toward practical, proactive, longer\u2011running agents.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.youtube.com\/watch?v=Gy7e1vYHDQI&t=114s\" target=\"_blank\" aria-label=\"The intersection of AI and scientific discovery\" data-bi-type=\"annotated-link\" data-bi-cN=\"The intersection of AI and scientific discovery\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-240x134.jpg\" class=\"mb-2\" alt=\"Bonnie Kruft and Harper Carroll\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-240x134.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-300x168.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-1024x572.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-768x429.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/bonnie.jpg 1200w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Video<\/span>\n\t\t\t<a href=\"https:\/\/www.youtube.com\/watch?v=Gy7e1vYHDQI&t=114s\" data-bi-cN=\"The intersection of AI and scientific discovery\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>The intersection of AI and scientific discovery<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">In a wide-ranging interview with AI educator Harper Carroll, Bonnie Kruft, partner and deputy director of AI for Science at Microsoft Research, discusses how her team is using AI to address real-world problems from climate change to drug discovery.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-10-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-10-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"advancing-ai-to-meet-needs-of-the-global-majority\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/advancing-ai-to-meet-needs-of-the-global-majority\/\">Advancing AI to meet needs of the global majority<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1441\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-scaled.jpg\" alt=\"a field of green plants with two people walking in between the rows\" class=\"wp-image-1153184\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-scaled.jpg 2560w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-1536x865.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-2048x1153.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/Gecko-hero-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p>Project Gecko is designed to deliver vital expertise to the global majority, using local languages and culturally sensitive multimodal content, including text, voice, and video. It leverages MMCTAgent, which converts static multimodal tasks into dynamic workflows, analyzing complex queries in videos and image libraries with explainability and scalability.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left mt-4 is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fdcfc74e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=59O8kP8pmtI\" target=\"_blank\" rel=\"noreferrer noopener\">Watch&nbsp;&#8220;Building globally equitable generative AI&#8221;<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-text-align-left wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=qbRjv3MUcjY\" target=\"_blank\" rel=\"noreferrer noopener\">Watch &#8220;Connecting with small-scale farmers to build better AI tools&#8221;<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/mmctagent-enabling-multimodal-reasoning-over-large-video-and-image-collections\/\">Read the MMCTAgent blog<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/mmct-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore MMCTAgent on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/redcodeagent-automatic-red-teaming-agent-against-diverse-code-agents\/\" target=\"_self\" aria-label=\"RedCodeAgent and BlueCodeAgent: Supporting more secure AI-generated code\" data-bi-type=\"annotated-link\" data-bi-cN=\"RedCodeAgent and BlueCodeAgent: Supporting more secure AI-generated code\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"white icons on blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/RedCodeAgent-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/redcodeagent-automatic-red-teaming-agent-against-diverse-code-agents\/\" data-bi-cN=\"RedCodeAgent and BlueCodeAgent: Supporting more secure AI-generated code\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>RedCodeAgent and BlueCodeAgent: Supporting more secure AI-generated code<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">RedCodeAgent is the first fully automated and adaptive agent for red-teaming LLM-based code agents to identify safety vulnerabilities. BlueCodeAgent is an end-to-end framework that strengthens code security by using automated red-teaming processes, data, and safety rules to guide LLM defenses.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/redcodeagent-automatic-red-teaming-agent-against-diverse-code-agents\/\">Read the RedCodeAgent blog<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/bluecodeagent-a-blue-teaming-agent-enabled-by-automated-red-teaming-for-codegen-ai\/\">Read the BlueCodeAgent blog<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magentic-marketplace-an-open-source-simulation-environment-for-studying-agentic-markets\/\" target=\"_self\" aria-label=\"Magentic Marketplace: An open-source simulation environment for studying agentic markets\" data-bi-type=\"annotated-link\" data-bi-cN=\"Magentic Marketplace: An open-source simulation environment for studying agentic markets\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Four white icons on a blue-to-purple gradient background: the first icon shows a node cluster, the second shows two persons, the third is a building, and the fourth is a location pin\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/MagenticMarketplace-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/magentic-marketplace-an-open-source-simulation-environment-for-studying-agentic-markets\/\" data-bi-cN=\"Magentic Marketplace: An open-source simulation environment for studying agentic markets\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Magentic Marketplace: An open-source simulation environment for studying agentic markets<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Magentic Marketplace helps explore how AI agents impact the digital economy and how to guide them toward outcomes that serve the common good.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/introducing-magentic-marketplace-an-open-source-simulation-environment-for-studying-agentic-markets\/\">Watch the video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/magentic-marketplace\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Magentic Marketplace on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/when-industry-knowledge-meets-pike-rag-the-innovation-behind-signifys-customer-service-boost\/\" target=\"_self\" aria-label=\"When industry knowledge meets PIKE-RAG: The innovation behind Signify\u2019s customer service boost\" data-bi-type=\"annotated-link\" data-bi-cN=\"When industry knowledge meets PIKE-RAG: The innovation behind Signify\u2019s customer service boost\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Three white icons on a blue-to-purple gradient background: the first icon shows a node cluster, the second shows a person in front of a screen with another person, the third is a magnifying glass\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/10\/PIKERAG-BlogHeroFeature-1400x788-1.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/when-industry-knowledge-meets-pike-rag-the-innovation-behind-signifys-customer-service-boost\/\" data-bi-cN=\"When industry knowledge meets PIKE-RAG: The innovation behind Signify\u2019s customer service boost\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>When industry knowledge meets PIKE-RAG: The innovation behind Signify\u2019s customer service boost<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">A collaboration between Microsoft Research and Signify\u2014a leader in connected LED lighting products, systems, and services\u2014improves the company\u2019s enterprise knowledge systems, delivering faster, more reliable answers to customer questions.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/data-formulator-v0-5-vibe-with-data-in-control\/\" target=\"_self\" aria-label=\"Data Formulator v0.5: Vibe with data, in control\" data-bi-type=\"annotated-link\" data-bi-cN=\"Data Formulator v0.5: Vibe with data, in control\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-240x135.jpg\" class=\"mb-2\" alt=\"table\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/GfTE2FLyMrs.jpg 1280w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Video<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/data-formulator-v0-5-vibe-with-data-in-control\/\" data-bi-cN=\"Data Formulator v0.5: Vibe with data, in control\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Data Formulator v0.5: Vibe with data, in control<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">The newest version of Data Formulator takes data exploration to the next level with Agentic Mode. People can update charts, get recommendations, and create reports grounded in their explorations.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/data-formulator\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Data Formulator on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_congratulations-to-esha-choukse-for-receiving-activity-7393678831896776704-E21k\/\" target=\"_blank\" aria-label=\"Esha Choukse receives ACM SIGMICRO Early Career Award\" data-bi-type=\"annotated-link\" data-bi-cN=\"Esha Choukse receives ACM SIGMICRO Early Career Award\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/esha-choukse-sigmicro-award-640x360.jpg\" class=\"mb-2\" alt=\"Esha Choukse awarded ACM SIGMICRO Early Career Award\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/esha-choukse-sigmicro-award-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/esha-choukse-sigmicro-award-655x368.jpg 655w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_congratulations-to-esha-choukse-for-receiving-activity-7393678831896776704-E21k\/\" data-bi-cN=\"Esha Choukse receives ACM SIGMICRO Early Career Award\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Esha Choukse receives ACM SIGMICRO Early Career Award<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft Principal Researcher Esha Choukse is recognized for foundational contributions to hardware memory compression and sustainable and efficient datacenter systems.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/fara-7b-an-efficient-agentic-model-for-computer-use\/\" target=\"_self\" aria-label=\"Fara-7B:\u00a0An Efficient Agentic Model for\u00a0Computer Use\" data-bi-type=\"annotated-link\" data-bi-cN=\"Fara-7B:\u00a0An Efficient Agentic Model for\u00a0Computer Use\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-240x135.jpg\" class=\"mb-2\" alt=\"Three white line icons on a blue-to-green gradient background: a computer monitor with a globe symbol on the left, a cursor arrow with click lines in the center, and a computer mouse outline on the right.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-1536x865.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-2048x1153.jpg 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/Fara7B-BlogHeroFeature-1400x788_NEW-1920x1080.jpg 1920w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/fara-7b-an-efficient-agentic-model-for-computer-use\/\" data-bi-cN=\"Fara-7B:\u00a0An Efficient Agentic Model for\u00a0Computer Use\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Fara-7B:\u00a0An Efficient Agentic Model for\u00a0Computer Use<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">This native agentic small language model from Microsoft Research makes it possible to run computer use models directly on devices at a fraction of the cost of larger competitors.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons mt-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/fara-7b\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Fara-7B on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tab-content mt-0 w-100 w-md-75\"\n\t\t\t\t\trole=\"tabpanel\"\n\t\t\t\t\tid=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-11-panel\"\n\t\t\t\t\taria-labelledby=\"62e9cea2-c1a7-468c-9bbd-712e63f41a91-11-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"first-title-1\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/gigatime-scaling-tumor-microenvironment-modeling-using-virtual-population-generated-by-multimodal-ai\/\">GigaTIME: Scaling tumor microenvironment modeling using virtual population generated by multimodal AI<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"627\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/GigaTime-TWLIFB-1200x627-2.jpg\" alt=\"Illustration of a person kneeling and looking through a large telescope on a textured pink surface. The telescope is aimed at a dark sky filled with colorful circular icons, each containing abstract shapes. The telescope itself has circuit-like patterns inside.\" class=\"wp-image-1157423\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/GigaTime-TWLIFB-1200x627-2.jpg 1200w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/GigaTime-TWLIFB-1200x627-2-300x157.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/GigaTime-TWLIFB-1200x627-2-1024x535.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/GigaTime-TWLIFB-1200x627-2-768x401.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/GigaTime-TWLIFB-1200x627-2-240x125.jpg 240w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>A new multimodal AI model could accelerate discoveries and improve cancer treatment.<\/p>\n\n\n\n<div class=\"wp-block-buttons mt-4 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/labs.ai.azure.com\/projects\/gigatime\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore GigaTIME on Microsoft Foundry<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-community-building-machine-learning-and-the-future-of-ai\/\" target=\"_self\" aria-label=\"Ideas: Community building, machine learning, and the future of AI\" data-bi-type=\"annotated-link\" data-bi-cN=\"Ideas: Community building, machine learning, and the future of AI\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Illustrated headshots of Hanna Wallach (left) and Jenn Wortman Vaughan (right).\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/HannaJenn-Ideas_Hero_Feature_No_Text_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-community-building-machine-learning-and-the-future-of-ai\/\" data-bi-cN=\"Ideas: Community building, machine learning, and the future of AI\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Ideas: Community building, machine learning, and the future of AI<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">As the Women in Machine Learning Workshop (WiML) marks its 20th annual gathering, cofounders, friends, and collaborators Jenn Wortman Vaughan and Hanna Wallach reflect on WiML\u2019s evolution, navigating the field of ML, and their work in responsible AI.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/3d-telecommunications-goes-open-source\/\" target=\"_self\" aria-label=\"3D Telecommunications goes open source\" data-bi-type=\"annotated-link\" data-bi-cN=\"3D Telecommunications goes open source\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3DTM-Holoportation-Story-TWLIFB-1200x627-1-640x360.jpg\" class=\"mb-2\" alt=\"3D Telecommunications | A combined team of technicians from ECL Global and Korle Bu Teaching Hospital in Ghana prepares the mobile 3D Telemedicine installation for use in Koforidua, Ghana.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3DTM-Holoportation-Story-TWLIFB-1200x627-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3DTM-Holoportation-Story-TWLIFB-1200x627-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3DTM-Holoportation-Story-TWLIFB-1200x627-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3DTM-Holoportation-Story-TWLIFB-1200x627-1-960x540.jpg 960w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Story<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/3d-telecommunications-goes-open-source\/\" data-bi-cN=\"3D Telecommunications goes open source\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>3D Telecommunications goes open source<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">Microsoft Research releases its\u00a0Holoportation\u2122 3D telecommunications technology under an open-source license to\u00a0facilitate\u00a0future development by external researchers and organizations.\u00a0<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/10-scientific-breakthroughs-from-microsoft-researchers\/?msockid=3b78cf39416866772e40db2040e7673b\" target=\"_blank\" aria-label=\"10 scientific breakthroughs from Microsoft researchers\" data-bi-type=\"annotated-link\" data-bi-cN=\"10 scientific breakthroughs from Microsoft researchers\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Microsoft Source | 10 scientific breakthroughs from Microsoft researchers\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/MS-Source_10-breakthroughs-MSR_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Article<\/span>\n\t\t\t<a href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/10-scientific-breakthroughs-from-microsoft-researchers\/?msockid=3b78cf39416866772e40db2040e7673b\" data-bi-cN=\"10 scientific breakthroughs from Microsoft researchers\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>10 scientific breakthroughs from Microsoft researchers<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">From designing new materials to mapping flood risks through clouds, Microsoft researchers are using AI to solve problems more quickly and effectively than ever before.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"citation\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 \">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/microsoft.github.io\/TRELLIS.2\/\" target=\"_blank\" aria-label=\"TRELLIS.2: Native and compact structured latents for 3D generation\" data-bi-type=\"annotated-link\" data-bi-cN=\"TRELLIS.2: Native and compact structured latents for 3D generation\" class=\"annotations__list-thumbnail\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"172\" height=\"96\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Trellis.2 | array of images\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/Trellis2_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 172px) 100vw, 172px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Tool<\/span>\n\t\t\t<a href=\"https:\/\/microsoft.github.io\/TRELLIS.2\/\" data-bi-cN=\"TRELLIS.2: Native and compact structured latents for 3D generation\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>TRELLIS.2: Native and compact structured latents for 3D generation<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t\t\t<p class=\"annotations__caption text-neutral-400 mt-2\">This cutting-edge generative model creates high-fidelity 3D assets from a single image with full PBR materials in seconds. It is powered by a highly-capable O-Voxel representation for complex geometry and rich textures.<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/native-and-compact-structured-latents-for-3d-generation\/\">Read the paper<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/microsoft\/TRELLIS.2\" target=\"_blank\" rel=\"noreferrer noopener\">Get TRELLIS.2 on GitHub<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/huggingface.co\/spaces\/microsoft\/TRELLIS.2\" target=\"_blank\" rel=\"noreferrer noopener\">See TRELLIS.2 demo on HuggingFace<\/a><\/div>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n\n<\/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 col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<h3 class=\"wp-block-heading\" id=\"thank-you-for-reading-watching-and-listening\">Thank you for reading, watching, and listening<\/h3>\n\n\n\n<p>For nearly 35 years, Microsoft Research has helped shape the technology people use every day. By combining bold research with responsible deployment, we&#8217;re working to ensure AI serves humanity&#8217;s most pressing needs. 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