{"id":1094466,"date":"2024-10-23T11:53:23","date_gmt":"2024-10-23T18:53:23","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?page_id=1094466"},"modified":"2024-11-05T06:29:21","modified_gmt":"2024-11-05T14:29:21","slug":"homepage-river","status":"publish","type":"page","link":"https:\/\/www.microsoft.com\/en-us\/research\/homepage-river\/","title":{"rendered":"Homepage River"},"content":{"rendered":"\n<div style=\"padding-bottom:0; padding-top:0; background-image:url( https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/10\/FMT-Hero_1920x1080.jpg ); background-attachment:fixed; background-size:cover; background-position:center center\" class=\"wp-block-msr-immersive-section alignfull row is-style-immersive-header has-black-background-color has-white-color  is-style-immersive-header has-black-background-color has-white-color  wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66%\">\n<p class=\"reverse-kicker\">Microsoft Research<\/p>\n\n\n\n<h2 class=\"wp-block-heading display-4 font-weight-bold is-style-default\" id=\"msr-accelerator-1\"><strong>Find My Things: New teachable AI tool helps blind and low-vision people locate lost personal items<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button my-0\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/story\/find-my-things\/\">View our story<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row mb-0 pb-5 mb-0 pb-5 wp-block-msr-immersive-section theme-dark\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<section class=\"alignfull my-0 wp-block-msr-block-library-river\" data-bi-aN=\"river\" id=\"river-feed\">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col col-12\">\n\t\t\t\t\t\t\t\t<div class=\"river-layout\">\n\t\t\t\t\t<aside class=\"wp-block-msr-block-river__sidebar\">\n\t\t\t\t\t\t<header>\n\t\t\t\t\t\t\t<h2 class=\"is-style-spectrum-fill font-weight-bold mb-0\">What's new<\/h2>\n\t\t\t\t\t\t<\/header>\n\t\t\t\t\t\t<div class=\"wp-block-msr-block-river__filters mt-5\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/aside>\n\t\t\t\t\t<div id=\"msr-river\" class=\"wp-block-msr-block-river__articles\" aria-live=\"polite\" aria-atomic=\"true\">\n\n\t\t\t\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-wide\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--featured river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1105407\"\n\tstyle=\"--msr-river-card-animation-delay: 0ms; --msr-river-card-animation-direction-y: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\"><span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--featured\">Featured<\/span><\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--news\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/news-and-awards\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tNews\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 19\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1105407\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/news-and-awards\/ai-agents-what-they-are-and-how-theyll-change-the-way-we-work\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"AI agents \u2014 what they are, and how they\u2019ll change the way we work\"\n\t\t\t\t\t\t\tdata-bi-id=\"1105407\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>AI agents \u2014 what they are, and how they\u2019ll change the way we work<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-columns\">\n\t\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-column\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--featured\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1104399\"\n\tstyle=\"--msr-river-card-animation-delay: 100ms; --msr-river-card-animation-direction-y: -1;\"\n>\n\t\t\t<figure class=\"river-card__thumbnail\">\n\t\t\t<img decoding=\"async\" class=\"w-100\" width='364' height='364' src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/11\/Introducing-Yasuyuki-Matsushita-BlogHeroFeature-NEW-1280x720.jpg\">\n\t\t<\/figure>\n\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\"><span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--featured\">Featured<\/span><\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--blogs\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tBlogs\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 18\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1104399\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/introducing-yasuyuki-matsushita-tackling-societal-challenges-with-ai-at-microsoft-research-asia-tokyo\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Introducing Yasuyuki Matsushita: Tackling societal challenges with AI at Microsoft Research Asia - Tokyo\u00a0\"\n\t\t\t\t\t\t\tdata-bi-id=\"1104399\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Introducing Yasuyuki Matsushita: Tackling societal challenges with AI at Microsoft Research Asia &#8211; Tokyo\u00a0<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\n\t\t\n\t\t\t\t\t<article class=\"river-card category--featured river-card--multiple-icons\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1101105\"\n\tstyle=\"--msr-river-card-animation-delay: 200ms; --msr-river-card-animation-direction-x: 1;\"\n>\n\t\t\t<figure class=\"river-card__thumbnail\">\n\t\t\t<img decoding=\"async\" class=\"w-100\" width='364' height='364' src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-1280x720.jpg\">\n\t\t<\/figure>\n\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\"><span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--featured\">Featured<\/span><\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--blogs\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tBlogs\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 18\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1101105\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/biomedparse-a-foundation-model-for-smarter-all-in-one-biomedical-image-analysis\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"BiomedParse: A foundation model for smarter, all-in-one biomedical image analysis\"\n\t\t\t\t\t\t\tdata-bi-id=\"1101105\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>BiomedParse: A foundation model for smarter, all-in-one biomedical image analysis<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"river-card__actions mt-4\">\n\t\t\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"mb-0\">\n\t\t\t\t\t\t\t<span class=\"river-card__actions-icon d-block\">\n\t\t\t\t\t\t\t\t<span class=\"sr-only\">Publication<\/span>\n\t\t\t\t\t\t\t\t<svg width=\"40\" height=\"40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"transparent\" d=\"M4 4h32v32H4z\"\/><path d=\"M14.687 19.4c-.518 0-.937.403-.937.9s.42.9.937.9c.518 0 .938-.403.938-.9s-.42-.9-.938-.9Zm-.937 4.5c0-.497.42-.9.937-.9.518 0 .938.403.938.9s-.42.9-.938.9-.937-.403-.937-.9Zm3.75-3.6c0-.497.42-.9.937-.9h3.817c.518 0 .938.403.938.9s-.42.9-.938.9h-3.817c-.518 0-.937-.403-.937-.9Zm.937 2.7c-.518 0-.937.403-.937.9s.42.9.937.9h3.817c.518 0 .938-.403.938-.9s-.42-.9-.938-.9h-3.817ZM12.812 8C11.26 8 10 9.209 10 10.7v15.6c0 1.491 1.26 2.7 2.812 2.7h11.25c1.553 0 2.812-1.209 2.812-2.7V16.243c0-.716-.296-1.403-.824-1.91l-5.773-5.542A2.872 2.872 0 0 0 18.288 8h-5.476Zm-.937 2.7c0-.497.42-.9.937-.9h5.317v3.897c0 1.491 1.26 2.7 2.813 2.7h4.057V26.3c0 .497-.42.9-.937.9h-11.25c-.517 0-.937-.403-.937-.9V10.7Zm8.13 2.997v-2.622l3.668 3.522h-2.731c-.518 0-.938-.403-.938-.9ZM15.937 32c-1.224 0-2.266-.751-2.652-1.8h10.777c2.243 0 4.062-1.746 4.062-3.9v-9.976l1.051 1.01c.528.506.824 1.192.824 1.909V26.3c0 3.148-2.658 5.7-5.937 5.7h-8.125Z\" fill=\"#fff\"\/><\/svg>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"mb-0\">\n\t\t\t\t\t\t\t<span class=\"river-card__actions-icon d-block\">\n\t\t\t\t\t\t\t\t<span class=\"sr-only\">Video<\/span>\n\t\t\t\t\t\t\t\t<svg width=\"40\" height=\"40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"transparent\" d=\"M4 4h32v32H4z\"\/><path d=\"M8 12.972C8 10.778 9.746 9 11.9 9h16.2c2.154 0 3.9 1.778 3.9 3.972v14.056C32 29.222 30.254 31 28.1 31H11.9C9.746 31 8 29.221 8 27.028V12.972Zm3.9-2.139c-1.16 0-2.1.958-2.1 2.14v14.055c0 1.181.94 2.139 2.1 2.139h16.2c1.16 0 2.1-.958 2.1-2.14V12.973c0-1.181-.94-2.139-2.1-2.139H11.9Zm4.5 5.807v6.721c0 .93.979 1.52 1.778 1.071l6-3.36c.829-.465.829-1.678 0-2.142l-6-3.361c-.8-.448-1.778.141-1.778 1.07Z\" fill=\"#fff\"\/><\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-column\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--featured\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1063530\"\n\tstyle=\"--msr-river-card-animation-delay: 300ms; --msr-river-card-animation-direction-x: 1;\"\n>\n\t\t\t<figure class=\"river-card__thumbnail\">\n\t\t\t<img decoding=\"async\" class=\"w-100\" width='364' height='364' src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/07\/Orca-3-2024-BlogHeroFeature-1400x788-1-1280x720.jpg\">\n\t\t<\/figure>\n\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\"><span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--featured\">Featured<\/span><\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--blogs\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tBlogs\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 14\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1063530\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/orca-agentinstruct-agentic-flows-can-be-effective-synthetic-data-generators\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Orca-AgentInstruct: Agentic flows can be effective synthetic-data generators\"\n\t\t\t\t\t\t\tdata-bi-id=\"1063530\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Orca-AgentInstruct: Agentic flows can be effective synthetic-data generators<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"river-card__actions mt-4\">\n\t\t\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"mb-0\">\n\t\t\t\t\t\t\t<span class=\"river-card__actions-icon d-block\">\n\t\t\t\t\t\t\t\t<span class=\"sr-only\">Publication<\/span>\n\t\t\t\t\t\t\t\t<svg width=\"40\" height=\"40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"transparent\" d=\"M4 4h32v32H4z\"\/><path d=\"M14.687 19.4c-.518 0-.937.403-.937.9s.42.9.937.9c.518 0 .938-.403.938-.9s-.42-.9-.938-.9Zm-.937 4.5c0-.497.42-.9.937-.9.518 0 .938.403.938.9s-.42.9-.938.9-.937-.403-.937-.9Zm3.75-3.6c0-.497.42-.9.937-.9h3.817c.518 0 .938.403.938.9s-.42.9-.938.9h-3.817c-.518 0-.937-.403-.937-.9Zm.937 2.7c-.518 0-.937.403-.937.9s.42.9.937.9h3.817c.518 0 .938-.403.938-.9s-.42-.9-.938-.9h-3.817ZM12.812 8C11.26 8 10 9.209 10 10.7v15.6c0 1.491 1.26 2.7 2.812 2.7h11.25c1.553 0 2.812-1.209 2.812-2.7V16.243c0-.716-.296-1.403-.824-1.91l-5.773-5.542A2.872 2.872 0 0 0 18.288 8h-5.476Zm-.937 2.7c0-.497.42-.9.937-.9h5.317v3.897c0 1.491 1.26 2.7 2.813 2.7h4.057V26.3c0 .497-.42.9-.937.9h-11.25c-.517 0-.937-.403-.937-.9V10.7Zm8.13 2.997v-2.622l3.668 3.522h-2.731c-.518 0-.938-.403-.938-.9ZM15.937 32c-1.224 0-2.266-.751-2.652-1.8h10.777c2.243 0 4.062-1.746 4.062-3.9v-9.976l1.051 1.01c.528.506.824 1.192.824 1.909V26.3c0 3.148-2.658 5.7-5.937 5.7h-8.125Z\" fill=\"#fff\"\/><\/svg>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\n\t\t\n\t\t\t\t\t<article class=\"river-card category--featured\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1098456\"\n\tstyle=\"--msr-river-card-animation-delay: 400ms; --msr-river-card-animation-direction-x: -1;\"\n>\n\t\t\t<figure class=\"river-card__thumbnail\">\n\t\t\t<img decoding=\"async\" class=\"w-100\" width='364' height='364' src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2024\/10\/Modular-Models-BlogHeroFeature-1400x788-1-1280x720.jpg\">\n\t\t<\/figure>\n\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\"><span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--featured\">Featured<\/span><\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--blogs\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tBlogs\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 13\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1098456\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/toward-modular-models-collaborative-ai-development-enables-model-accountability-and-continuous-learning\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Toward modular models: Collaborative AI development enables model accountability and continuous learning\"\n\t\t\t\t\t\t\tdata-bi-id=\"1098456\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Toward modular models: Collaborative AI development enables model accountability and continuous learning<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"river-card__actions mt-4\">\n\t\t\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"mb-0\">\n\t\t\t\t\t\t\t<span class=\"river-card__actions-icon d-block\">\n\t\t\t\t\t\t\t\t<span class=\"sr-only\">Publication<\/span>\n\t\t\t\t\t\t\t\t<svg width=\"40\" height=\"40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"transparent\" d=\"M4 4h32v32H4z\"\/><path d=\"M14.687 19.4c-.518 0-.937.403-.937.9s.42.9.937.9c.518 0 .938-.403.938-.9s-.42-.9-.938-.9Zm-.937 4.5c0-.497.42-.9.937-.9.518 0 .938.403.938.9s-.42.9-.938.9-.937-.403-.937-.9Zm3.75-3.6c0-.497.42-.9.937-.9h3.817c.518 0 .938.403.938.9s-.42.9-.938.9h-3.817c-.518 0-.937-.403-.937-.9Zm.937 2.7c-.518 0-.937.403-.937.9s.42.9.937.9h3.817c.518 0 .938-.403.938-.9s-.42-.9-.938-.9h-3.817ZM12.812 8C11.26 8 10 9.209 10 10.7v15.6c0 1.491 1.26 2.7 2.812 2.7h11.25c1.553 0 2.812-1.209 2.812-2.7V16.243c0-.716-.296-1.403-.824-1.91l-5.773-5.542A2.872 2.872 0 0 0 18.288 8h-5.476Zm-.937 2.7c0-.497.42-.9.937-.9h5.317v3.897c0 1.491 1.26 2.7 2.813 2.7h4.057V26.3c0 .497-.42.9-.937.9h-11.25c-.517 0-.937-.403-.937-.9V10.7Zm8.13 2.997v-2.622l3.668 3.522h-2.731c-.518 0-.938-.403-.938-.9ZM15.937 32c-1.224 0-2.266-.751-2.652-1.8h10.777c2.243 0 4.062-1.746 4.062-3.9v-9.976l1.051 1.01c.528.506.824 1.192.824 1.909V26.3c0 3.148-2.658 5.7-5.937 5.7h-8.125Z\" fill=\"#fff\"\/><\/svg>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-wide\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--publications river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1106454\"\n\tstyle=\"--msr-river-card-animation-delay: 500ms; --msr-river-card-animation-direction-x: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--publications\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publications\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tPublications\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tDec 1\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1106454\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/convergence-to-equilibrium-of-no-regret-dynamics-in-congestion-games\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Convergence to Equilibrium of No-regret Dynamics in Congestion Games\"\n\t\t\t\t\t\t\tdata-bi-id=\"1106454\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Convergence to Equilibrium of No-regret Dynamics in Congestion Games<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-columns\">\n\t\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-column\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--publications river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1106280\"\n\tstyle=\"--msr-river-card-animation-delay: 600ms; --msr-river-card-animation-direction-y: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--publications\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publications\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tPublications\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 2\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1106280\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/blended-length-genome-sequencing-blend-seq-combining-short-reads-with-low-coverage-long-reads-to-maximize-variant-discovery\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Blended Length Genome Sequencing (blend-seq): Combining Short Reads with Low-Coverage Long Reads to Maximize Variant Discovery\"\n\t\t\t\t\t\t\tdata-bi-id=\"1106280\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Blended Length Genome Sequencing (blend-seq): Combining Short Reads with Low-Coverage Long Reads to Maximize Variant Discovery<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\n\t\t\n\t\t\t\t\t<article class=\"river-card category--tools river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1106130\"\n\tstyle=\"--msr-river-card-animation-delay: 700ms; --msr-river-card-animation-direction-x: 1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--tools\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/tools\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tTools\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 21\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1106130\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/huggingface.co\/microsoft\/rad-dino\"\n\t\t\t\t\t\t\tdata-bi-cN=\"RAD-DINO model\"\n\t\t\t\t\t\t\tdata-bi-id=\"1106130\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>RAD-DINO model<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-column\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--tools river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1106094\"\n\tstyle=\"--msr-river-card-animation-delay: 800ms; --msr-river-card-animation-direction-x: 1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--tools\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/tools\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tTools\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 21\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1106094\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/huggingface.co\/microsoft\/maira-2\"\n\t\t\t\t\t\t\tdata-bi-cN=\"MAIRA-2 model\"\n\t\t\t\t\t\t\tdata-bi-id=\"1106094\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>MAIRA-2 model<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\n\t\t\n\t\t\t\t\t<article class=\"river-card category--tools river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1106082\"\n\tstyle=\"--msr-river-card-animation-delay: 900ms; --msr-river-card-animation-direction-x: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--tools\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/tools\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tTools\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 21\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1106082\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/github.com\/microsoft\/radfact\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"RadFact: An LLM-based Evaluation Metric for AI-generated Radiology Reporting\"\n\t\t\t\t\t\t\tdata-bi-id=\"1106082\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>RadFact: An LLM-based Evaluation Metric for AI-generated Radiology Reporting<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-wide\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--publications river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1106055\"\n\tstyle=\"--msr-river-card-animation-delay: 1000ms; --msr-river-card-animation-direction-x: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--publications\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publications\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tPublications\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 19\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1106055\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/spotlight-accurate-explainable-and-efficient-anomaly-detection-for-open-ran\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"SpotLight: Accurate, Explainable and Efficient  Anomaly Detection for Open RAN\"\n\t\t\t\t\t\t\tdata-bi-id=\"1106055\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>SpotLight: Accurate, Explainable and Efficient  Anomaly Detection for Open RAN<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-columns\">\n\t\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-column\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--news river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1105959\"\n\tstyle=\"--msr-river-card-animation-delay: 1100ms; --msr-river-card-animation-direction-y: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--news\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/news-and-awards\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tNews\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 8\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1105959\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/news-and-awards\/how-ai-can-change-the-world\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"How AI can change the world\"\n\t\t\t\t\t\t\tdata-bi-id=\"1105959\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>How AI can change the world<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\n\t\t\n\t\t\t\t\t<article class=\"river-card category--news river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1105950\"\n\tstyle=\"--msr-river-card-animation-delay: 1200ms; --msr-river-card-animation-direction-x: 1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--news\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/news-and-awards\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tNews\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 15\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1105950\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/news-and-awards\/work-on-the-wild-side-how-ai-is-helping-conservation-in-africa-and-the-huge-potential-of-environment-recordings\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Work On the Wild Side: How AI Is Helping Conservation in Africa and the Huge Potential of Environment Recordings\"\n\t\t\t\t\t\t\tdata-bi-id=\"1105950\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Work On the Wild Side: How AI Is Helping Conservation in Africa and the Huge Potential of Environment Recordings<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<div class=\"wp-block-msr-block-river__articles-column\">\n\t\t\n\t\t\t\t\t<article class=\"river-card category--articles river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1101960\"\n\tstyle=\"--msr-river-card-animation-delay: 1300ms; --msr-river-card-animation-direction-x: 1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--articles\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/search\/?facet%5Bdate%5D%5Bfixed%5D=any&facet%5Btax%5D%5Bmsr-content-type%5D=msr-blog-post&pg=1&q=&sort_by=most-recent\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tArticles\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tNov 20\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1101960\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/external-validity-of-online-experiments-can-we-predict-the-future\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"External Validity of Online Experiments:  Can We Predict the Future?\"\n\t\t\t\t\t\t\tdata-bi-id=\"1101960\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>External Validity of Online Experiments:  Can We Predict the Future?<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\n\t\t\n\t\t\n\t\t\t\t\t<div\n\t\t\t\tdata-hx-get=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/river?layout=htmx&paged=2\"\n\t\t\t\tdata-hx-trigger=\"intersect once\"\n\t\t\t\tdata-hx-swap=\"beforebegin\"\n\t\t\t\tdata-hx-target=\"#htmx-loader\"\n\t\t\t\tdata-hx-indicator=\"#htmx-loader\"\n\t\t\t>\n\t\t\t\t\t<article class=\"river-card category--publications river-card--no-thumbnail\"\n\tdata-mount=\"click-group\"\n\tdata-target=\"link-1105797\"\n\tstyle=\"--msr-river-card-animation-delay: 1400ms; --msr-river-card-animation-direction-x: -1;\"\n>\n\t\t<div class=\"river-card__content\">\n\t\t<div class=\"spectrum-border relative\">\n\t\t\t\t\t\t<div class=\"river-card__meta\">\n\t\t\t<ul class=\"m-0 p-0 d-inline-flex gap-2 list-unstyled bg-black flex-wrap\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--publications\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publications\"\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\tPublications\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<li class=\"p-0 m-0\">\n\t\t\t\t\t\t<span class=\"river-card__meta-tag inline-block px-2 py-1 font-weight-bold text-uppercase d-inline-block text-decoration-none small river-card__meta-tag--date\">\n\t\t\t\t\t\t\tDec 3\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"river-card__main mt-2\">\n\t\t\t\t<div class=\"river-card__title\">\n\t\t\t\t\t<h3 class=\"p-0 m-0\">\n\t\t\t\t\t\t<a id=\"link-1105797\"\n\t\t\t\t\t\t\tclass=\"text-decoration-none d-block text-white\"\n\t\t\t\t\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/computational-design-of-dense-servers-for-immersion-cooling\/\"\n\t\t\t\t\t\t\tdata-bi-cN=\"Computational Design of Dense Servers for Immersion Cooling\"\n\t\t\t\t\t\t\tdata-bi-id=\"1105797\"\n\t\t\t\t\t\t\tdata-bi-type=\"heading link\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<span>Computational Design of Dense Servers for Immersion Cooling<\/span>&nbsp;<span class=\"glyph-prepend glyph-prepend-small glyph-prepend-chevron-right\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div id=\"htmx-loader\" class=\"htmx-indicator msr-loader\">\n\t\t\t\t\t\t\tLoading\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":39955,"featured_media":1084518,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":true,"_classifai_error":"","display-mode":"","msr-awa-site-section":"home","footnotes":""},"msr-locale":[268875],"msr-post-option":[266211],"class_list":["post-1094466","page","type-page","status-publish","has-post-thumbnail","hentry","msr-locale-en_us","msr-post-option-hide-default-header"],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/pages\/1094466"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/users\/39955"}],"replies":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/comments?post=1094466"}],"version-history":[{"count":6,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/pages\/1094466\/revisions"}],"predecessor-version":[{"id":1100982,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/pages\/1094466\/revisions\/1100982"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/1084518"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1094466"}],"wp:term":[{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1094466"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1094466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}