{"id":1107144,"date":"2024-12-20T12:00:00","date_gmt":"2024-12-20T20:00:00","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-story&#038;p=1107144"},"modified":"2025-12-15T14:56:03","modified_gmt":"2025-12-15T22:56:03","slug":"microsoft-research-2024-a-year-in-review","status":"publish","type":"msr-story","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/microsoft-research-2024-a-year-in-review\/","title":{"rendered":"Microsoft Research 2024: 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=\"Research at Microsoft 2024 - Year in Review\" class=\"wp-block-cover__image-background wp-image-1113978 has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Year-in-review-2024_Stories_Hero_Feature-2000x1333-1.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 2024: Meeting the challenge of a changing world<\/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\">We live in a rapidly changing world.<\/h3>\n\n\n\n<p>Demographic shifts, climate change, political dynamics, and many other forces are creating urgent challenges in critical areas like global health and scientific discovery, environmental sustainability, food security, and societal resilience.<\/p>\n\n\n\n<p>In this new AI era, technology is changing even faster than before, and the transition from research to reality, from concept to solution, now takes days or weeks rather than months or years.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cToday we are seeing so much AI research happening at the speed of conversation, to the point where even our top researchers feel that their heads are spinning, but working together, providing openness, providing greater access, we can see that we\u2019ve made tremendous progress.\u201d<\/p>\n<cite><em>\u2013<\/em> Peter Lee, President, Microsoft Research<\/cite><\/blockquote>\n\n\n\n<p>In 2024, Microsoft Research continued its <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/research-area\/artificial-intelligence\/?\">foundational research<\/a> to expand the capabilities of large language models, but we also explored more deeply how <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/techcommunity.microsoft.com\/blog\/aiplatformblog\/introducing-phi-4-microsoft%E2%80%99s-newest-small-language-model-specializing-in-comple\/4357090\" target=\"_blank\" rel=\"noopener noreferrer\">smaller models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> can be trained for specific tasks. We discovered that by using smaller datasets and fewer compute resources, some small language models can demonstrate enhanced reasoning and other complex capabilities that were once considered the exclusive province of large-scale models.<\/p>\n\n\n\n<div class=\"annotations theme-dark\" 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\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/posts\/erichorvitz_ai-overview-activity-7253054906914222081-NXrb?utm_source=share&utm_medium=member_desktop\" data-bi-cN=\"Scientific Progress in AI: History, Status, and Futures\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"margin-callout\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Scientific Progress in AI: History, Status, and Futures<\/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\">October 2024 | LinkedIn<\/p>\n\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<p class=\"mt:-5\">Microsoft Research and its external collaborators used AI to enable earlier detection and treatment of <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/scaling-early-detection-of-esophageal-cancer-with-ai\/\">esophageal cancer<\/a>, which could lead to dramatically improved survival rates, and to accelerate the <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/accelerating-drug-discovery-with-tamgen-a-generative-ai-approach-to-target-aware-molecule-generation\/\">discovery of new drugs<\/a> needed to treat infectious diseases that kill millions of people every year. And we continued to use AI to develop <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/mattergen-a-generative-model-for-materials-design\/\">new tools for scientific discovery<\/a> so that we and others in the scientific community can confront some of humanity\u2019s most important challenges.<\/p>\n\n\n\n<p>One team of Microsoft researchers created the world\u2019s <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/introducing-aurora-the-first-large-scale-foundation-model-of-the-atmosphere\/\">first large-scale model of the atmosphere<\/a>, which could transform weather forecasting and our ability to predict and mitigate the effects of extreme weather events. Another team worked with global experts to create a generative AI tool that empowers non-governmental organizations (NGOs) to <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/empowering-ngos-with-generative-ai-in-the-fight-against-human-trafficking\/\">fight human trafficking<\/a>.<\/p>\n\n\n\n<p>We also opened a <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/news.microsoft.com\/apac\/2024\/11\/18\/microsoft-establishes-a-new-lab-microsoft-research-asia-tokyo\/\" target=\"_blank\" rel=\"noopener noreferrer\">new research lab in Tokyo<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> this year. It joins our other labs in Europe, Asia, Africa, and North America. And we launched a series of quarterly <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/researchforum.microsoft.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Research Forums<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> to help update the global research community about some of the pivotal work we\u2019re doing at Microsoft Research. <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/register.researchforum.microsoft.com\/\">Register for future episodes<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, view presentations from previous forums, and explore our <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/sep-2024-brief\/?OCID=MSR_researchforum_webpage_briefingbook4\">briefing book content<\/a>.<\/p>\n\n\n\n<p>This post highlights some of the work that Microsoft Research has done in 2024, along with academic and industry colleagues, to help drive real-world benefits for people worldwide.<\/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\">AI for Business Transformation: Multimodal Models<\/h3>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-765c4724 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/video\/ai-for-business-transformation-lessons-from-healthcare\/\" target=\"_blank\" rel=\"noreferrer noopener\">Watch the series<\/a><\/div>\n<\/div>\n<\/div><figure class=\"wp-block-media-text__media video-wrapper\"><div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"Q0QgeP-pi7M\" data-poster=\"https:\/\/img.youtube.com\/vi\/Q0QgeP-pi7M\/maxresdefault.jpg\"><iframe class=\"media-text__video\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/Q0QgeP-pi7M?enablejsapi=1&rel=0\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen aria-hidden=\"true\" tabindex=\"-1\"><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div><\/figure><\/div>\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<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-2024\">Top social posts of 2024<\/h2>\n<\/div>\n\n\n<div class=\"wp-block-group theme-dark spectrum-border spectrum-border--blue-green spectrum-border--w-60 spectrum-border--position-right mt-0 briefing-book-talks is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-right:64px;padding-bottom:71px\">\n<div class=\"wp-block-columns are-vertically-aligned-top wp-block-columns--stack-tablet is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top mt-0 mt-sm-5 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\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\/2024\/12\/KAIST-classroom-students.png\" alt=\"Students working at computer tables in a classroom\" class=\"wp-image-1112910\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students.png 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/KAIST-classroom-students-1280x720.png 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<h2 class=\"wp-block-heading pr-md-5 mr-md-5 mt-5 h1 font-weight-bold\" id=\"featured-forum-talks-1\">Accelerating Foundation Models Research<\/h2>\n\n\n\n<p class=\"pr-md-5 mr-md-5 mt-5\">Microsoft Research program encourages AI development by academics, not just industry.<\/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-outline mb-0 is-style-outline--2\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_afmr-grants-fuel-ai-research-that-supports-activity-7173301735489220608-t2cE?utm_source=share&utm_medium=member_desktop\" target=\"_blank\" rel=\"noreferrer noopener\">Read the AFMR post<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top wp-block-columns--flexible is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\"><div class=\"heading-wrapper\">\n<h2 class=\"wp-block-heading is-style-spectrum-fill\" id=\"lightning-talks\">Ece Kamar on the future of AI agents<\/h2>\n<\/div>\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"360\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/Ece-Kamar_cropped_360x360.jpg\" alt=\"photo of Ece Kamar\" class=\"wp-image-1001244\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/Ece-Kamar_cropped_360x360.jpg 360w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/Ece-Kamar_cropped_360x360-300x300.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/Ece-Kamar_cropped_360x360-150x150.jpg 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/Ece-Kamar_cropped_360x360-180x180.jpg 180w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/figure>\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:\/\/www.emergingtechbrew.com\/stories\/2024\/12\/12\/microsoft-researcher-ece-kamar-ai-agents-2025\" target=\"_blank\" rel=\"noreferrer noopener\">Read the Tech Brew 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\" style=\"flex-basis:6.66%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top pr-md-5 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<div class=\"wp-block-columns justify-content-around is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.625%\">\n<div class=\"wp-block-group mb-0 is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">Introducing BitNet b1.58<\/h4>\n\n\n\n<p class=\"has-text-align-left\">1.58-bit LLMs that rival full-precision Transformer LLMs in performance while significantly boosting efficiency\u2014in terms of latency, throughput, memory and energy consumption.<\/p>\n\n\n\n<div class=\"wp-block-buttons mb-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--3\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_the-era-of-1-bit-llms-all-large-language-activity-7169003867253268481-1ymY?utm_source=share&utm_medium=member_desktop\" target=\"_blank\" rel=\"noreferrer noopener\">Read the BitNet post<\/a><\/div>\n<\/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\" style=\"flex-basis:35.625%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading\" id=\"phi-4\">Phi-4<\/h4>\n\n\n\n<p>A small language model that performs as well as (and often better than) large models on certain types of complex reasoning tasks.<\/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-outline is-style-outline--4\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:7273141822569259011\" target=\"_blank\" rel=\"noreferrer noopener\">Read the Phi-4 post<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns mt-md-5 justify-content-around is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.6%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">Q-Sparse<\/h4>\n\n\n\n<p class=\"has-text-align-left\">A breakthrough in training fully sparsely-activated LLMs supports both full-precision and 1-bit LLMs.<\/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-outline is-style-outline--5\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_microsoft-research-is-excited-to-introduce-activity-7219725910994792449-CzzX?utm_source=share&utm_medium=member_desktop\" target=\"_blank\" rel=\"noreferrer noopener\">Learn about Q-Sparse<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top mt-5 mt-sm-0 mb-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.625%\">\n<div class=\"wp-block-group mb-0 is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">You Only Cache Once (YOCO)<\/h4>\n\n\n\n<p class=\"has-text-align-left\">A novel decoder-decoder architecture for LLMs, enhancing memory efficiency by caching key-value pairs only once.<\/p>\n\n\n\n<div class=\"wp-block-buttons mb-0 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--6\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_yoco-is-a-novel-decoder-decoder-architecture-activity-7194772456170037248-L2bf?utm_source=share&utm_medium=member_desktop\" target=\"_blank\" rel=\"noreferrer noopener\">Read the YOCO post<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns mt-md-5 justify-content-around is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top mt-5 mt-sm-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.6%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">Differential Transformer<\/h4>\n\n\n\n<p class=\"has-text-align-left\">A new foundation architecture for LLMs that enhances focus on relevant information while canceling attention noise.<\/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-outline mb-0 is-style-outline--7\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_differential-transformer-is-a-new-foundation-activity-7253072389645746176-_VNf?utm_source=share&utm_medium=member_desktop\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Differential Transformer<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top mt-5 mt-sm-0 mb-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.625%\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">AI Controller Interface<\/h4>\n\n\n\n<p class=\"has-text-align-left\">Helping researchers and developers efficiently implement existing strategies for controlling LLMs and invent new ones.<\/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-outline is-style-outline--8\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.instagram.com\/p\/C3EC-Gkufqi\/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Read the AI Controller post<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns mt-md-5 justify-content-around is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top mt-5 mt-sm-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.6%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">GraphRAG 1.0<\/h4>\n\n\n\n<p class=\"has-text-align-left\">Advancing AI use in complex domains like science.<\/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-outline mb-0 is-style-outline--9\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:7274468326062317569\/\" target=\"_blank\" rel=\"noreferrer noopener\">Read the GraphRAG post<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top mt-5 mt-sm-0 mb-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:35.625%\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"lightning-talk-title\">MatterSimV1<\/h4>\n\n\n\n<p class=\"has-text-align-left\">A deep learning atomistic model across elements, temperatures, and pressures.<\/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-outline is-style-outline--10\"><a data-bi-type=\"button\" class=\"wp-block-button__link has-cyan-blue-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/microsoftresearch_were-thrilled-to-announce-the-release-of-activity-7269757330412470272-OuBu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn about MatterSim<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/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\"><div class=\"alignwide alignwide wp-block-msr-block-library-tabs\" data-bi-aN=\"Top stories of 2024\">\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 class=\"heading-wrapper\">\n\t\t\t\t<h2 class=\"msr-block-library-tabs__title is-style-spectrum-fill\">Top stories of 2024<\/h2>\n\t\t\t<\/div>\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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-0-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-0-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-1-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-1-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-2-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-2-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-3-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-3-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-4-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-4-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-5-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-5-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-6-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-6-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-7-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-7-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-8-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-8-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-9-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-9-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-10-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-10-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-11-tab\"\n\t\t\t\t\t\taria-controls=\"4af583b4-bd3a-437c-8ffb-e438541dad83-11-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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-0-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-0-tab\"\n\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"ghddi-and-microsoft-research-use-ai-to-achieve-progress-in-new-drug-discovery-for-global-infectious-diseases\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/ghddi-and-microsoft-research-use-ai-technology-to-achieve-significant-progress-in-discovering-new-drugs-to-treat-global-infectious-diseases\/\">GHDDI and Microsoft Research use AI to achieve progress in new drug discovery for global infectious diseases<\/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\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1.jpg\" alt=\"GHDDI name and logo on the left with a rainbow spectrum colored honeycomb on the right on a green and blue gradient background\" class=\"wp-image-996588\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-343x193.jpg 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/GHDDI-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>The joint team designed several chemical compounds that are effective in inhibiting these pathogens\u2019 essential target proteins, accelerating the structure-based drug discovery process.<\/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\/blog\/ghddi-and-microsoft-research-use-ai-technology-to-achieve-significant-progress-in-discovering-new-drugs-to-treat-global-infectious-diseases\/\">Read the GHDDI 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\/announcing-recipients-of-the-afmr-minority-serving-institutions-grant\/\" target=\"_self\" aria-label=\"Recipients of the AFMR Minority Serving Institutions grant\" data-bi-type=\"annotated-link\" data-bi-cN=\"Recipients of the AFMR Minority Serving Institutions grant\" 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\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"\"2024 AFMR Recipients | Minority Serving Institutes - Cohort\" in white text to the right of headshot circles on a blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/AMFR_MSI-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\/announcing-recipients-of-the-afmr-minority-serving-institutions-grant\/\" data-bi-cN=\"Recipients of the AFMR Minority Serving Institutions grant\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Recipients of the AFMR Minority Serving Institutions grant<\/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 announced the 10 inaugural grant recipients through the Accelerate Foundation Models Research Minority Serving Institutions grant program.<\/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\/quarterly-brief\/jan-2024-brief\/?OCID=msr_researchforum_MCRevent_ep1_2024\" target=\"_self\" aria-label=\"Microsoft Research Forum | Episode 1\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Research Forum | Episode 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\/2024\/01\/MRF-24_WebImage_1400x788-240x135.png\" class=\"mb-2\" alt=\"various abstract 3D shapes on a light blue background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/MRF-24_WebImage_1400x788.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\">Event<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/quarterly-brief\/jan-2024-brief\/?OCID=msr_researchforum_MCRevent_ep1_2024\" data-bi-cN=\"Microsoft Research Forum | Episode 1\" 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 Forum | Episode 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\">Leading researchers at Microsoft explored the latest breakthroughs in AI models, new applications of AI to important scientific challenges, novel approaches to model evaluation and understanding, and other key research topics.<\/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\/abstracts-january-25-2024\/\" target=\"_self\" aria-label=\"Improving Reasoning in Language Models with Layer-Selective Rank Reduction (LASER)\" data-bi-type=\"annotated-link\" data-bi-cN=\"Improving Reasoning in Language Models with Layer-Selective Rank Reduction (LASER)\" 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\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-240x135.png\" class=\"mb-2\" alt=\"Microsoft Research Podcast - Abstracts hero with a microphone icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788.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\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/abstracts-january-25-2024\/\" data-bi-cN=\"Improving Reasoning in Language Models with Layer-Selective Rank Reduction (LASER)\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Improving Reasoning in Language Models with Layer-Selective Rank Reduction (LASER)<\/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 work shows that the removal of certain parameters not only maintains model performance like some existing parameter-reduction methods but can actually <em>improve<\/em> it\u2014no additional training necessary. <\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-1-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-1-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"graphrag-unlocking-llm-discovery-on-narrative-private-data\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/graphrag-unlocking-llm-discovery-on-narrative-private-data\/\">GraphRAG: Unlocking LLM discovery on narrative private data<\/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\/02\/GraphRag-BlogHeroFeature-1400x788-1-1024x576.png\" alt=\"Project Ire - GraphRag background: Blue-green gradient\" class=\"wp-image-1005555\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/GraphRag-BlogHeroFeature-1400x788-1.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>GraphRAG is a significant advance in enhancing the capability of LLMs and enables us to answer important classes of questions that we cannot attempt with baseline RAG alone.<\/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\/blog\/graphrag-unlocking-llm-discovery-on-narrative-private-data\/\">Read about GraphRAG<\/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\/visnet-a-general-molecular-geometry-modeling-framework-for-predicting-molecular-properties-and-simulating-molecular-dynamics\/\" target=\"_self\" aria-label=\"ViSNet: A general molecular geometry modeling framework for predicting molecular properties and simulating molecular dynamics\" data-bi-type=\"annotated-link\" data-bi-cN=\"ViSNet: A general molecular geometry modeling framework for predicting molecular properties and simulating molecular dynamics\" 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\/01\/ViSNet-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"The general model architecture of ViSNet. (a) Model sketch of ViSNet. ViSNet embeds the 3D structures of molecules and extracts the geometric information through a series of ViSNet blocks and outputs the molecule properties such as energy, forces, and HOMO-LUMO gap through an output block. (b) Flowchart of one ViSNet Block. One ViSNet block consists of two modules: i) Scalar2Vec, responsible for attaching scalar embeddings to vectors.; ii) Vec2Scalar. The inputs of Scalar2Vec are the node embedding, edge embedding, direction unit and the relative positions between two atoms.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-343x193.jpg 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/01\/ViSNet-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\/visnet-a-general-molecular-geometry-modeling-framework-for-predicting-molecular-properties-and-simulating-molecular-dynamics\/\" data-bi-cN=\"ViSNet: A general molecular geometry modeling framework for predicting molecular properties and simulating molecular dynamics\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>ViSNet: A general molecular geometry modeling framework for predicting molecular properties and simulating molecular dynamics<\/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\">ViSNet emerged as a versatile tool capable of giving insight into the intricate relationships between molecular structure and biological activity.<\/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\/abstracts-february-29-2024\/\" target=\"_self\" aria-label=\"The Metacognitive Demands and Opportunities of Generative AI\" data-bi-type=\"annotated-link\" data-bi-cN=\"The Metacognitive Demands and Opportunities of Generative 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\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-240x135.png\" class=\"mb-2\" alt=\"Microsoft Research Podcast - Abstracts hero with a microphone icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788.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\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/abstracts-february-29-2024\/\" data-bi-cN=\"The Metacognitive Demands and Opportunities of Generative AI\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>The Metacognitive Demands and Opportunities of Generative 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\">Can how we think about our thinking help us better incorporate generative AI into our lives and work? Microsoft researchers explored metacognition\u2019s potential to improve the tech\u2019s usability.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/news.microsoft.com\/three-big-ai-trends-to-watch-in-2024\/?ocid=FY24_soc_omc_br_li_Trends\" data-bi-cN=\"3 big AI trends to watch in 2024\" 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>3 big AI trends to watch in 2024<\/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 year, AI is expected to become more accessible, nuanced, and integrated in technologies that improve everyday tasks and help solve some of the world\u2019s most challenging problems.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-2-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-2-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"scaling-early-detection-of-esophageal-cancer-with-ai\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/scaling-early-detection-of-esophageal-cancer-with-ai\/\">Scaling early detection of esophageal cancer with AI<\/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\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1.png\" alt=\"white icons of first aid kit, DNA strand, laptop monitor with overlapping eye, and microscope on a blue and green gradient background\" class=\"wp-image-1010793\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1.png 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/Cyted-BlogHeroFeature-1400x788-1-1280x720.png 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Our collaboration with Cyted demonstrates the transformative potential of integrating advanced AI models into clinical workflows. Earlier detection of cancer and earlier start of treatment mean that more than 9 in 10 patients survive 5 years after diagnosis.<\/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\/blog\/scaling-early-detection-of-esophageal-cancer-with-ai\/\">Read about AI models used in cancer detection<\/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\/orca-math-demonstrating-the-potential-of-slms-with-model-specialization\/\" target=\"_self\" aria-label=\"Orca-Math: Demonstrating the potential of SLMs with model specialization\" data-bi-type=\"annotated-link\" data-bi-cN=\"Orca-Math: Demonstrating the potential of SLMs with model specialization\" 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\/02\/ORCA-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"abstract wave lines on a gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/02\/ORCA-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\/orca-math-demonstrating-the-potential-of-slms-with-model-specialization\/\" data-bi-cN=\"Orca-Math: Demonstrating the potential of SLMs with model specialization\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Orca-Math: Demonstrating the potential of SLMs with model specialization<\/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\">By training Orca-Math on a small dataset of 200,000 math problems, we have achieved performance levels that rival or surpass those of much larger models.<\/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\/introducing-garnet-an-open-source-next-generation-faster-cache-store-for-accelerating-applications-and-services\/\" target=\"_self\" aria-label=\"Introducing Garnet \u2013 an open-source, next-generation, faster cache-store for accelerating applications and services\" data-bi-type=\"annotated-link\" data-bi-cN=\"Introducing Garnet \u2013 an open-source, next-generation, faster cache-store for accelerating applications and services\" 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\/03\/Garnet-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Garnet-colored diamond with \"Rich and Extensible API\" at the top, \"Memory + Tiered Storage\" and \"Cluster Mode\" to the right, \"Ultra-Low Latency Pluggable Network Layer\" and \"Fast Checkpointing & Logging\" on the bottom, \"Bare Metal Performance\" and \"Works Everywhere\" to the left.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Garnet-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\/introducing-garnet-an-open-source-next-generation-faster-cache-store-for-accelerating-applications-and-services\/\" data-bi-cN=\"Introducing Garnet \u2013 an open-source, next-generation, faster cache-store for accelerating applications and services\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Introducing Garnet \u2013 an open-source, next-generation, faster cache-store for accelerating applications and services<\/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\">We hope to enable the developer community to benefit from the cache-store system\u2019s performance gains and capabilities, to build on our work, and to expand the Garnet ecosystem by adding new API calls and features.<\/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\/quarterly-brief\/mar-2024-brief\/?OCID=msr_researchforum_MCRevent_ep2_2024\" target=\"_self\" aria-label=\"Microsoft Research Forum | Episode 2\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Research Forum | Episode 2\" 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\/03\/RF_EP2_Banner_V2-640x360.jpg\" class=\"mb-2\" alt=\"Research Forum | Episode 2 - abstract chalkboard background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/RF_EP2_Banner_V2-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/RF_EP2_Banner_V2-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/RF_EP2_Banner_V2-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/RF_EP2_Banner_V2-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/RF_EP2_Banner_V2-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/RF_EP2_Banner_V2-1920x1080.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\">Event<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/quarterly-brief\/mar-2024-brief\/?OCID=msr_researchforum_MCRevent_ep2_2024\" data-bi-cN=\"Microsoft Research Forum | Episode 2\" 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 Forum | Episode 2<\/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\">Leading researchers at Microsoft discussed how AI is transforming health care and the natural sciences, the intersection of AI and society, and the continuing evolution of foundational AI technologies.<\/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\/abstracts-march-21-2024\/\" target=\"_self\" aria-label=\"M-OFDFT: Overcoming the barrier of orbital-free density functional theory for molecular systems\" data-bi-type=\"annotated-link\" data-bi-cN=\"M-OFDFT: Overcoming the barrier of orbital-free density functional theory for molecular 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\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-240x135.png\" class=\"mb-2\" alt=\"Microsoft Research Podcast - Abstracts hero with a microphone icon\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/09\/Podcast_Abstracts_Hero_Feature_No_Text_1400x788.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\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/abstracts-march-21-2024\/\" data-bi-cN=\"M-OFDFT: Overcoming the barrier of orbital-free density functional theory for molecular systems\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>M-OFDFT: Overcoming the barrier of orbital-free density functional theory for molecular 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\">Senior Researcher Chang Liu discusses M-OFDFT, which leverages deep learning to help identify molecular properties in a way that minimizes the tradeoff between accuracy and efficiency, work with the potential to benefit drug and materials discovery.<\/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\/ai-frontiers-rethinking-intelligence-with-ashley-llorens-and-ida-momennejad\/\" target=\"_self\" aria-label=\"AI Frontiers: Rethinking intelligence with Ashley Llorens and Ida Momennejad\" data-bi-type=\"annotated-link\" data-bi-cN=\"AI Frontiers: Rethinking intelligence with Ashley Llorens and Ida Momennejad\" 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\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-240x135.png\" class=\"mb-2\" alt=\"photo of Ida Momennejad for the AI Frontiers Microsoft Research Podcast series\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/03\/Ida-Momennejad_AI_Frontiers_Hero_Feature_No_Text_1400x788.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\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ai-frontiers-rethinking-intelligence-with-ashley-llorens-and-ida-momennejad\/\" data-bi-cN=\"AI Frontiers: Rethinking intelligence with Ashley Llorens and Ida Momennejad\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>AI Frontiers: Rethinking intelligence with Ashley Llorens and Ida Momennejad<\/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\">Principal Researcher Ida Momennejad brings her expertise in cognitive neuroscience and computer science to this in-depth conversation about general intelligence and what the evolution of the brain across species can teach us about building AI.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-3-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-3-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"sigma-an-open-source-mixed-reality-system-for-research-on-physical-task-assistance\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/sigma-an-open-source-mixed-reality-system-for-research-on-physical-task-assistance\/\">SIGMA: An open-source mixed-reality system for research on physical task assistance<\/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\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1.jpg\" alt=\"Blue, purple, pink gradient background with three images: a five item checklist on the left, a sound wave in the middle, and goggles on the right.\" class=\"wp-image-1029210\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SIGMA_-An-open-source-mixed-reality-system-for-research-on-physical-task-assistance-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Imagine if every time you needed to complete a complex physical task you had a world-class expert standing over your shoulder and guiding you through the process. What would it take to build an interactive AI system that could assist you with any task in the physical world?\u202f<\/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\/blog\/sigma-an-open-source-mixed-reality-system-for-research-on-physical-task-assistance\/\">Learn about SIGMA<\/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\/sammo-a-general-purpose-framework-for-prompt-optimization\/\" target=\"_self\" aria-label=\"SAMMO: A general-purpose framework for prompt optimization\" data-bi-type=\"annotated-link\" data-bi-cN=\"SAMMO: A general-purpose framework for prompt optimization\" 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\/04\/SAMMO-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"SAMMO optimizer diagram showing progression from starting prompt to optimized prompt.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/SAMMO-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\/sammo-a-general-purpose-framework-for-prompt-optimization\/\" data-bi-cN=\"SAMMO: A general-purpose framework for prompt optimization\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>SAMMO: A general-purpose framework for prompt optimization<\/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\">SAMMO streamlined the optimization of prompts, particularly those that combine different types of structural information, to enable AI practitioners and researchers to efficiently refine prompts with little manual effort.<\/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\/publication\/spectrumize-spectrum-efficient-satellite-networks-for-the-internet-of-things\/\" target=\"_self\" aria-label=\"Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things\" data-bi-type=\"annotated-link\" data-bi-cN=\"Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things\" 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\/2023\/06\/space-6G_spectrum-sharing_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"space 6G - spectrum sharing ; color spectrum band\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-343x193.jpg 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2023\/06\/space-6G_spectrum-sharing_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\">Publication<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/spectrumize-spectrum-efficient-satellite-networks-for-the-internet-of-things\/\" data-bi-cN=\"Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things<\/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\">Researchers proposed a method for leveraging the motion of small satellites to facilitate efficient communication between a large IoT-satellite constellation and devices on Earth within a limited spectrum.<\/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\/microsoft-at-ndsi-2024-discoveries-and-implementations-in-networked-systems\/\" target=\"_self\" aria-label=\"Microsoft at NSDI 2024: Discoveries and implementations in networked systems\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at NSDI 2024: Discoveries and implementations in networked 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\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"nsdi'24 logo in white on a blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/NSDI-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\/microsoft-at-ndsi-2024-discoveries-and-implementations-in-networked-systems\/\" data-bi-cN=\"Microsoft at NSDI 2024: Discoveries and implementations in networked systems\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft at NSDI 2024: Discoveries and implementations in networked 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\">NSDI provides a platform for researchers and experts to share insights, present research findings, and collaborate on the latest advances in the design, implementation, and evaluation of networked and distributed 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\/microsoft-at-asplos-2024-advancing-hardware-and-software-for-high-scale-secure-and-efficient-modern-applications\/\" target=\"_self\" aria-label=\"Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications\" 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\/04\/Asplos24-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"ASPLOS 2024 logo in white on a blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Asplos24-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\/microsoft-at-asplos-2024-advancing-hardware-and-software-for-high-scale-secure-and-efficient-modern-applications\/\" data-bi-cN=\"Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications<\/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\">ASPLOS is the main forum where researchers bridge the gap between architecture, programming languages, and operating systems to advance the state of the art.<\/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\/ideas-language-technologies-for-everyone-with-kalika-bali\/\" target=\"_self\" aria-label=\"Ideas: Language technologies for everyone with Kalika Bali\" data-bi-type=\"annotated-link\" data-bi-cN=\"Ideas: Language technologies for everyone with Kalika Bali\" 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\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-240x135.png\" class=\"mb-2\" alt=\"Microsoft Research Podcast | Ideas | Kalika Bali\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/Kalika-Bali_IDEAS_Hero_Feature_No_Text_1400x788_AH.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\">Podcast<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/ideas-language-technologies-for-everyone-with-kalika-bali\/\" data-bi-cN=\"Ideas: Language technologies for everyone with Kalika Bali\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Ideas: Language technologies for everyone with Kalika Bali<\/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 new series \u201cIdeas\u201d debuts with guest Kalika Bali. The speech and language tech researcher talks sci-fi and its impact on her career, the design thinking philosophy behind her research, and the \u201coutrageous idea\u201d she had to work with low-resource languages.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-4-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-4-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"mattersim-a-deep-learning-model-for-materials-under-real-world-conditions\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/mattersim-a-deep-learning-model-for-materials-under-real-world-conditions\/\">MatterSim: A deep-learning model for materials under real-world conditions<\/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\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1.png\" alt=\"The image features a complex network of interconnected nodes with a molecular structure, illuminated in blue against a dark background.\" class=\"wp-image-1033260\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1.png 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/NEWMatterSim2024-BlogHeroFeature-1400x788-1-1280x720.png 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>The model efficiently handles simulations for a variety of materials, including metals, oxides, sulfides, halides, and their various states such as crystals, amorphous solids, and liquids.<\/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\/blog\/mattersim-a-deep-learning-model-for-materials-under-real-world-conditions\/\">Learn more about MatterSim<\/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\/rascal-novel-robotics-for-scalable-and-highly-available-automated-storage-and-retrieval\/\" target=\"_self\" aria-label=\"RASCAL: Novel robotics for scalable and highly available automated storage and retrieval\" data-bi-type=\"annotated-link\" data-bi-cN=\"RASCAL: Novel robotics for scalable and highly available automated storage and retrieval\" 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\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"ICRA 2024 conference recap blog - RASCAL library\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ICRA_RASCAL2024-BlogHeroFeature-1400x788-1.png 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\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/rascal-novel-robotics-for-scalable-and-highly-available-automated-storage-and-retrieval\/\" data-bi-cN=\"RASCAL: Novel robotics for scalable and highly available automated storage and retrieval\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>RASCAL: Novel robotics for scalable and highly available automated storage and retrieval<\/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\">Breakthroughs in robotics technology are poised to drive productivity, efficiency, and innovation across numerous industries. RASCAL improves the efficiency of vertical storage systems by operating across evenly spaced, parallel shelves and horizontal rails.<\/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\/gigapath-whole-slide-foundation-model-for-digital-pathology\/\" target=\"_self\" aria-label=\"GigaPath: Whole-Slide Foundation Model for Digital Pathology\" data-bi-type=\"annotated-link\" data-bi-cN=\"GigaPath: Whole-Slide Foundation Model for Digital Pathology\" 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\/05\/1-hero-240x135.png\" class=\"mb-2\" alt=\"Digital pathology helps decode tumor microenvironments for precision immunotherapy. GigaPath is a novel vision transformer that can scale to gigapixel whole-slide images by adapting dilated attention for digital pathology. In joint work with Providence and UW, we\u2019re sharing Prov-GigaPath, the first whole-slide pathology foundation model pretrained on large-scale real-world data, for advancing clinical research and discovery.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/1-hero.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\/gigapath-whole-slide-foundation-model-for-digital-pathology\/\" data-bi-cN=\"GigaPath: Whole-Slide Foundation Model for Digital Pathology\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>GigaPath: Whole-Slide Foundation Model for Digital Pathology<\/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 confluence of digital transformation in biomedicine and the current generative AI revolution creates an unprecedented opportunity for drastically accelerating progress in precision health. Prov-GigaPath attains state-of-the-art performance on standard cancer classification and pathomics tasks, as well as vision-language tasks.<\/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\/loftq-reimagining-llm-fine-tuning-with-smarter-initialization\/\" target=\"_self\" aria-label=\"LoftQ: Reimagining LLM fine-tuning with smarter initialization\" data-bi-type=\"annotated-link\" data-bi-cN=\"LoftQ: Reimagining LLM fine-tuning with smarter initialization\" 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\/04\/LoftQ-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"LoftQ paper at ICLR 2024\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/04\/LoftQ-BlogHeroFeature-1400x788-1.png 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\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/loftq-reimagining-llm-fine-tuning-with-smarter-initialization\/\" data-bi-cN=\"LoftQ: Reimagining LLM fine-tuning with smarter initialization\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>LoftQ: Reimagining LLM fine-tuning with smarter initialization<\/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\">LoftQ adapts pre-trained language models to perform well in specialized applications. During fine-tuning, the model undergoes additional training on a smaller, task-specific dataset for improved performance.<\/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\/llm-profiling-guides-kv-cache-optimization\/\" target=\"_self\" aria-label=\"FastGen: LLM profiling guides KV cache optimization\" data-bi-type=\"annotated-link\" data-bi-cN=\"FastGen: LLM profiling guides KV cache optimization\" 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\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"White ICLR logo to the left of the first page of the accepted paper, \u201cModel Tells You What to Discard: Adaptive KV Cache Compression for LLMs\u201d on a purple background.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/ModelDiscard-BlogHeroFeature-1400x788-1.png 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\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/llm-profiling-guides-kv-cache-optimization\/\" data-bi-cN=\"FastGen: LLM profiling guides KV cache optimization\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>FastGen: LLM profiling guides KV cache optimization<\/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\">FastGen optimizes the way LLMs store and access data, potentially cutting memory use by half while preserving their efficiency.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-5-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-5-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"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\/\">Aurora: The first large-scale foundation model of the atmosphere<\/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\/2024\/05\/NEW_Aurora-2024-BlogHeroFeature-1400x788-1.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.jpg 1400w, 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-1400x788-1-1024x576.jpg 1024w, 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\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Aurora presents a new approach to weather forecasting that could transform our ability to predict and mitigate the impacts of extreme events. The model can forecast a broad range of atmospheric variables, from temperature and wind speed to air-pollution levels and concentrations of greenhouse gases.<\/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\/blog\/introducing-aurora-the-first-large-scale-foundation-model-of-the-atmosphere\/\">Read about Aurora forecasting model<\/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\/introducing-autogen-studio-a-low-code-interface-for-building-multi-agent-workflows\/\" target=\"_self\" aria-label=\"Introducing AutoGen Studio: A low-code interface for building multi-agent workflows\" data-bi-type=\"annotated-link\" data-bi-cN=\"Introducing AutoGen Studio: A low-code interface for building multi-agent workflows\" 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\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"AutoGen: White icons representing (from left to right) agents (multi), workflow, tasks, and coding on a blue to purple to pink gradient background.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/AutoGen-2024-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\/introducing-autogen-studio-a-low-code-interface-for-building-multi-agent-workflows\/\" data-bi-cN=\"Introducing AutoGen Studio: A low-code interface for building multi-agent workflows\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Introducing AutoGen Studio: A low-code interface for building multi-agent workflows<\/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\">AutoGen Studio is the next step forward in enabling developers to advance the multi-agent paradigm.<\/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\/quarterly-brief\/jun-2024-brief\/?OCID=msr_researchforum_MCRevent_ep3_2024\" target=\"_self\" aria-label=\"Microsoft Research Forum | Episode 3\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Research Forum | Episode 3\" 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\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Research Forum | Episode 3 - abstract chalkboard background with colorful hands\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/Forum-Ep3-cover_holasoyka-gradient_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\">Event<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/quarterly-brief\/jun-2024-brief\/?OCID=msr_researchforum_MCRevent_ep3_2024\" data-bi-cN=\"Microsoft Research Forum | Episode 3\" 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 Forum | Episode 3<\/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\">Leading researchers at Microsoft dove into the importance of globally inclusive and equitable AI, shared updates on AutoGen and MatterGen, explored novel use cases for AI, and more.<\/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\/microsoft-at-facct-2024-advancing-responsible-ai-research-and-practice\/\" target=\"_self\" aria-label=\"Microsoft at FAccT 2024: Advancing responsible AI research and practice\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at FAccT 2024: Advancing responsible AI research and practice\" 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\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Microsoft at ACM FAccT 2024\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/05\/FAccT-Curation-2024-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-at-facct-2024-advancing-responsible-ai-research-and-practice\/\" data-bi-cN=\"Microsoft at FAccT 2024: Advancing responsible AI research and practice\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft at FAccT 2024: Advancing responsible AI research and practice<\/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 conference brings together experts from a wide range of disciplines who are committed to the responsible development of computational 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\/microsoft-at-cvpr-2024-innovations-in-computer-vision-and-ai-research\/\" target=\"_self\" aria-label=\"Microsoft at CVPR 2024: Innovations in computer vision and AI research\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at CVPR 2024: Innovations in computer vision and AI 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\/2024\/06\/CVPR_Blog_1400x788-240x135.png\" class=\"mb-2\" alt=\"CVPR 2024 logo on a green and purple abstract background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-1536x865.png 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-2048x1153.png 2048w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/06\/CVPR_Blog_1400x788-1920x1080.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\">Blog<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/microsoft-at-cvpr-2024-innovations-in-computer-vision-and-ai-research\/\" data-bi-cN=\"Microsoft at CVPR 2024: Innovations in computer vision and AI 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 at CVPR 2024: Innovations in computer vision and AI 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\">This conference covered a broad spectrum of topics, including 3D reconstruction and modeling, action and motion analysis, video and image processing, synthetic data generation, neural networks, and more.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-6-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-6-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"data-driven-model-improves-accuracy-in-predicting-ev-battery-degradation\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/data-driven-model-improves-accuracy-in-predicting-ev-battery-degradation\/\">Data-driven model improves accuracy in predicting EV battery degradation<\/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\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1.jpg\" alt=\"MSRA - Nissan | data driven model improves accuracy in predicting ev battery degradation | graphic with white icons symbolizing renewable electric energy on a blue and green gradient background\" class=\"wp-image-1054851\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/MSRA-Nissan-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Microsoft Research collaborated with Nissan Motor Corporation to develop a new machine learning method that predicts battery degradation with an average error rate of just 0.94%, significantly bolstering Nissan\u2019s battery recycling efforts.<\/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\/blog\/data-driven-model-improves-accuracy-in-predicting-ev-battery-degradation\/\">Read about battery recycling<\/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\/empowering-ngos-with-generative-ai-in-the-fight-against-human-trafficking\/\" target=\"_self\" aria-label=\"Empowering NGOs with generative AI in the fight against human trafficking\" data-bi-type=\"annotated-link\" data-bi-cN=\"Empowering NGOs with generative AI in the fight against human trafficking\" 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\/07\/ITK-2024-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"white icons on a blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ITK-2024-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\/empowering-ngos-with-generative-ai-in-the-fight-against-human-trafficking\/\" data-bi-cN=\"Empowering NGOs with generative AI in the fight against human trafficking\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Empowering NGOs with generative AI in the fight against human trafficking<\/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\">Intelligence Toolkit is a\u202fhuman rights technology\u202fdeveloped with global experts in the anti-trafficking community, yet applicable to a broad class of problems impacting\u202fsocietal resilience\u202fas a whole.<\/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\/tracing-the-path-to-self-adapting-ai-agents\/\" target=\"_self\" aria-label=\"Tracing the path to self-adapting AI agents\" data-bi-type=\"annotated-link\" data-bi-cN=\"Tracing the path to self-adapting AI agents\" 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\/07\/Trace-2024-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"white line icons on blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Trace-2024-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\/tracing-the-path-to-self-adapting-ai-agents\/\" data-bi-cN=\"Tracing the path to self-adapting AI agents\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Tracing the path to self-adapting AI agents<\/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\">Trace is a new AutoDiff-like tool for training AI systems without using gradients. This generalization is made possible by OPTO, which can describe end-to-end optimization of AI systems with general feedback.<\/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\/abstracts-july-18-2024\/\" target=\"_self\" aria-label=\"AgentInstruct: Toward Generative Teaching with Agentic Flows\" data-bi-type=\"annotated-link\" data-bi-cN=\"AgentInstruct: Toward Generative Teaching with Agentic Flows\" 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\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Microsoft Research Podcast - Abstracts\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_Hero_Feature_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/Episode-12_Abstracts_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\/abstracts-july-18-2024\/\" data-bi-cN=\"AgentInstruct: Toward Generative Teaching with Agentic Flows\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>AgentInstruct: Toward Generative Teaching with Agentic Flows<\/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\">Researchers introduced an automated multi-agent framework for creating diverse, high-quality synthetic data at scale for language model post-training.<\/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\/microsoft-at-icml-2024-innovations-in-machine-learning\/\" target=\"_self\" aria-label=\"Microsoft at ICML 2024: Innovations in machine learning\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at ICML 2024: Innovations in machine learning\" 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\/07\/ICML2024_BlogHero_1400x788-240x135.png\" class=\"mb-2\" alt=\"Microsoft at ICML 2024\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/ICML2024_BlogHero_1400x788.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\/microsoft-at-icml-2024-innovations-in-machine-learning\/\" data-bi-cN=\"Microsoft at ICML 2024: Innovations in machine learning\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft at ICML 2024: Innovations in machine learning<\/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 an era increasingly steered by data, machine learning is a pivotal force, transforming vast amounts of information into actionable intelligence with unprecedented speed and accuracy.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-7-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-7-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"large-scale-pathology-foundation-models-show-promise-on-a-variety-of-cancer-related-tasks\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/large-scale-pathology-foundation-models-show-promise-on-a-variety-of-cancer-related-tasks\/\">Large-scale pathology foundation models show promise on a variety of cancer-related tasks<\/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\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1.jpg\" alt=\"Male Doctor Using Computer At Desk In Hospital\" class=\"wp-image-1068084\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Verchow-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Imagine if pathologists had tools that could help predict therapeutic responses just by analyzing images of cancer tissue. By leveraging AI and machine learning, researchers are now able to analyze digitized tissue samples with unprecedented accuracy and scale, potentially transforming how we understand and treat cancer.<\/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\/blog\/large-scale-pathology-foundation-models-show-promise-on-a-variety-of-cancer-related-tasks\/\">Read about machine learning in pathology<\/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\/geneva-uses-large-language-models-for-interactive-game-narrative-design\/\" target=\"_self\" aria-label=\"GENEVA uses large language models for interactive game narrative design\" data-bi-type=\"annotated-link\" data-bi-cN=\"GENEVA uses large language models for interactive game narrative design\" 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\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"IEEE 2024 Conference on Games recap blog\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/IEEE-Conference-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\/geneva-uses-large-language-models-for-interactive-game-narrative-design\/\" data-bi-cN=\"GENEVA uses large language models for interactive game narrative design\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>GENEVA uses large language models for interactive game narrative design<\/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\">With the skilled input of experienced game designers, tools like GENEVA could increasingly contribute to creating engaging gameplay experiences.<\/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\/abstracts-august-15-2024\/\" target=\"_self\" aria-label=\"Personhood credentials: Privacy-preserving tools to distinguish who is real online\" data-bi-type=\"annotated-link\" data-bi-cN=\"Personhood credentials: Privacy-preserving tools to distinguish who is real online\" 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\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Stylized microphone and sound waves illustration.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_Hero_Feature_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Episode-15_Abstracts_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\/abstracts-august-15-2024\/\" data-bi-cN=\"Personhood credentials: Privacy-preserving tools to distinguish who is real online\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Personhood credentials: Privacy-preserving tools to distinguish who is real online<\/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 multidisciplinary research team is exploring one solution: a credential that allows people to show they\u2019re not bots without sharing identifying information.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.technologyreview.com\/2024\/08\/20\/1096733\/how-to-fine-tune-ai-for-prosperity\/\" data-bi-cN=\"How generative AI can revive the economy\" 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 generative AI can revive the economy<\/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\">AI has not yet delivered its full economic potential. Researchers at Microsoft are working to address the challenges that hold back progress.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-8-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-8-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"find-my-things-new-teachable-ai-tool-helps-blind-and-low-vision-people-locate-lost-personal-items\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/find-my-things\/\">Find My Things: New teachable AI tool helps blind and low-vision people locate lost personal items<\/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\/2024\/09\/Find-My-Things_story-cover_1400x788.jpg\" alt=\"Find My Things - close up of a person's hand taking a photo of keys on a table\" class=\"wp-image-1084518\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_1400x788-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Find My Things makes it easy for people with vision disabilities to use their phones to recognize and locate the personal items they use every day.<\/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\/story\/find-my-things\/\">Explore Find My Things<\/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\/medfuzz-exploring-the-robustness-of-llms-on-medical-challenge-problems\/\" target=\"_self\" aria-label=\"MedFuzz: Exploring the robustness of LLMs on medical challenge problems\" data-bi-type=\"annotated-link\" data-bi-cN=\"MedFuzz: Exploring the robustness of LLMs on medical challenge problems\" 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\/MedFuzz-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"MedFuzz blog hero (decorative)\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/MedFuzz-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\/medfuzz-exploring-the-robustness-of-llms-on-medical-challenge-problems\/\" data-bi-cN=\"MedFuzz: Exploring the robustness of LLMs on medical challenge problems\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>MedFuzz: Exploring the robustness of LLMs on medical challenge problems<\/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\">MedFuzz is an adversarial machine learning method designed to reveal how much benchmark performance relies on unrealistic assumptions.<\/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\/eureka-evaluating-and-understanding-progress-in-ai\/\" target=\"_self\" aria-label=\"Eureka: Evaluating and understanding progress in AI\" data-bi-type=\"annotated-link\" data-bi-cN=\"Eureka: Evaluating and understanding progress in 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\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"A summary of insights extracted by using the Eureka framework, shown via two radar charts for multimodal (left) and language (right) capabilities respectively. The radar charts show the best and worst performance observed for each capability.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/NEWEureka-2024-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\/eureka-evaluating-and-understanding-progress-in-ai\/\" data-bi-cN=\"Eureka: Evaluating and understanding progress in AI\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Eureka: Evaluating and understanding progress 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\">Eureka is an open-source framework for standardizing evaluations of large foundation models beyond single-score reporting and rankings.<\/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\/collaborators-silica-in-space-with-richard-black-and-dexter-greene\/\" target=\"_self\" aria-label=\"Collaborators: Silica in space with Richard Black and Dexter Greene\" data-bi-type=\"annotated-link\" data-bi-cN=\"Collaborators: Silica in space with Richard Black and Dexter Greene\" 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\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Illustrated images of Dexter Greene and Richard Black for the Microsoft Research Podcast.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Dexter-and-Richard_Collaborators_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\/collaborators-silica-in-space-with-richard-black-and-dexter-greene\/\" data-bi-cN=\"Collaborators: Silica in space with Richard Black and Dexter Greene\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Collaborators: Silica in space with Richard Black and Dexter Greene<\/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\">College freshman Dexter Greene and Microsoft research manager Richard Black discuss how technology that stores data in glass is supporting students as they expand earlier efforts to communicate what it means to be human to extraterrestrials.<\/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\/sep-2024-brief\/?OCID=msr_researchforum_MCRevent_ep4_2024\" target=\"_self\" aria-label=\"Microsoft Research Forum | Episode 4\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft Research Forum | Episode 4\" 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\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Research Forum | Episode 4 - abstract chalkboard background with colorful network nodes and circular icons\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/Forum-Ep4-cover_multimodality_holasoyka_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\">Event<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/sep-2024-brief\/?OCID=msr_researchforum_MCRevent_ep4_2024\" data-bi-cN=\"Microsoft Research Forum | Episode 4\" 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 Forum | Episode 4<\/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\">Leading researchers at Microsoft shared the latest multimodal AI models, advanced benchmarks for AI evaluation and model self-improvement, and an entirely new kind of computer for AI inference and hard optimization.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-9-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-9-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"data-formulator-exploring-how-ai-can-help-analysts-create-rich-data-visualizations\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/data-formulator-exploring-how-ai-can-help-analysts-create-rich-data-visualizations\/\">Data Formulator: Exploring how AI can help analysts create rich data visualizations<\/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\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1.jpg\" alt=\"White icons representing AI and human computer interaction on a blue to purple to pink gradient.\" class=\"wp-image-1087785\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/09\/Data-Formulator-2-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Data Formulator\u2019s architecture separates data transformation from chart configuration, improving both the user experience and AI performance. Refining how users interact with AI-powered tools is essential for improving how they communicate their requirements, paving the way for more efficient and effective collaboration.<\/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\/blog\/data-formulator-exploring-how-ai-can-help-analysts-create-rich-data-visualizations\/\">Learn about Data Formulator<\/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\/introducing-drift-search-combining-global-and-local-search-methods-to-improve-quality-and-efficiency\/\" target=\"_self\" aria-label=\"Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency\" data-bi-type=\"annotated-link\" data-bi-cN=\"Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency\" 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\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"Three icons that represent (left to right) search, GraphRAG, and the globe.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/DRIFT-Search-GraphRAG-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\/introducing-drift-search-combining-global-and-local-search-methods-to-improve-quality-and-efficiency\/\" data-bi-cN=\"Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency<\/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\">DRIFT Search introduces a new approach to local search queries by including community information in the search process.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en\/customers\/story\/18752-novo-nordisk-azure\" data-bi-cN=\"Transforming drug discovery: Novo Nordisk uses the power of AI and Azure with Microsoft Research\" 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>Transforming drug discovery: Novo Nordisk uses the power of AI and Azure with Microsoft Research<\/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 combination of Novo Nordisk\u2019s industry-leading domain expertise and Microsoft\u2019s industry-leading applied AI expertise is opening new and exciting possibilities to shape the future of life sciences.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/from-forecasting-storms-to-designing-molecules-how-new-ai-foundation-models-can-speed-up-scientific-discovery\/?ocid=FY25_soc_omc_br_x_FoundationModel\" data-bi-cN=\"From forecasting storms to designing molecules: How new AI foundation models can speed up 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>From forecasting storms to designing molecules: How new AI foundation models can speed up 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\">Microsoft researchers are working to apply foundation models\u2014large-scale models that take advantage of recent AI advances\u2014to scientific disciplines.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.geekwire.com\/2024\/the-top-three-ai-challenges-and-trends-on-the-mind-of-microsoft-researchs-president\/\" data-bi-cN=\"The top three AI challenges and trends on the mind of Microsoft Research's president\" 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 top three AI challenges and trends on the mind of Microsoft Research's president<\/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\">Peter Lee discusses what\u2019s next for AI in this GeekWire podcast. Peter\u2019s comments begin at 29:20.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/www.geekwire.com\/2024\/ai-dreams-microsoft-50-chapter-1\/\" data-bi-cN=\"AI Dreams: Microsoft @ 50, Chapter 1\" 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>AI Dreams: Microsoft @ 50, Chapter 1<\/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\">Since the early 1990s, the promise of AI has been a driving force at Microsoft Research, which has a track record of breakthroughs that continue to advance the state of the art.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-10-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-10-tab\"\n\t\t\t\t\tinert\t\t\t\t>\n\t\t\t\t\n\n<h4 class=\"wp-block-heading\" id=\"microsoft-establishes-a-new-lab-microsoft-research-asia-tokyo\"><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/news.microsoft.com\/apac\/2024\/11\/18\/microsoft-establishes-a-new-lab-microsoft-research-asia-tokyo\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft establishes a new lab, Microsoft Research Asia &#8211; Tokyo<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=\"960\" height=\"640\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/241118_MSRA_Tokyo-1-960x640-1.jpg\" alt=\"Microsoft establishes a new lab, Microsoft Research Asia \u2013 Tokyo\" class=\"wp-image-1105008\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/241118_MSRA_Tokyo-1-960x640-1.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/241118_MSRA_Tokyo-1-960x640-1-300x200.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/241118_MSRA_Tokyo-1-960x640-1-768x512.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/1998\/02\/241118_MSRA_Tokyo-1-960x640-1-240x160.jpg 240w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p>The Tokyo lab will focus on critical areas that reflect Japan\u2019s socioeconomic priorities, including embodied AI, well-being and neuroscience, societal AI, and industry innovation. These research efforts aim to leverage advanced technologies to foster societal progress and contribute to the region\u2019s innovation ecosystem.<\/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:\/\/news.microsoft.com\/apac\/2024\/11\/18\/microsoft-establishes-a-new-lab-microsoft-research-asia-tokyo\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn about the Tokyo lab<\/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\/from-static-prediction-to-dynamic-characterization-ai2bmd-advances-protein-dynamics-with-ab-initio-accuracy\/\" target=\"_self\" aria-label=\"From static prediction to dynamic characterization: AI2BMD advances protein dynamics with ab initio accuracy\" data-bi-type=\"annotated-link\" data-bi-cN=\"From static prediction to dynamic characterization: AI2BMD advances protein dynamics with ab initio accuracy\" 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\/10\/AI2BMD-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"AI2BMD blog hero - illustration of a chip with network nodes extending from all sides\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/AI2BMD-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\/from-static-prediction-to-dynamic-characterization-ai2bmd-advances-protein-dynamics-with-ab-initio-accuracy\/\" data-bi-cN=\"From static prediction to dynamic characterization: AI2BMD advances protein dynamics with ab initio accuracy\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>From static prediction to dynamic characterization: AI2BMD advances protein dynamics with ab initio accuracy<\/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 has been working on the development of efficient methods aiming for <em>ab initio <\/em>accuracy simulations of biomolecules. This method, AI<sup>2<\/sup>BMD (<strong>AI<\/strong>-based <strong>a<\/strong>b <strong>i<\/strong>nitio <strong>b<\/strong>io<strong>m<\/strong>olecular <strong>d<\/strong>ynamics system), published in the journal <em>Nature, <\/em>represents the culmination of a four-year research endeavor.<\/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\/biomedparse-a-foundation-model-for-smarter-all-in-one-biomedical-image-analysis\/\" target=\"_self\" aria-label=\"BiomedParse: A foundation model for smarter, all-in-one biomedical image analysis\" data-bi-type=\"annotated-link\" data-bi-cN=\"BiomedParse: A foundation model for smarter, all-in-one biomedical image analysis\" 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\/11\/BiomedParse-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"A stylized illustration of a green line-drawn hand holding a transparent prism with colorful bands of light being refracted through it against a black background.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/BiomedParse-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\/biomedparse-a-foundation-model-for-smarter-all-in-one-biomedical-image-analysis\/\" data-bi-cN=\"BiomedParse: A foundation model for smarter, all-in-one biomedical image analysis\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>BiomedParse: A foundation model for smarter, all-in-one biomedical image analysis<\/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\">By unifying object recognition, detection, and segmentation into a single framework, BiomedParse allows users to specify what they\u2019re looking for through a simple, natural-language prompt.<\/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\/abstracts-november-5-2024\/\" target=\"_self\" aria-label=\"Verus: A Practical Foundation for Systems Verification\" data-bi-type=\"annotated-link\" data-bi-cN=\"Verus: A Practical Foundation for Systems Verification\" 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\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Outlined illustrations of Chris Hawblitzel and Jay Lorch for the Microsoft Research Podcast, Abstracts series.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Chris-and-Jay_Abstracts_Hero_Feature_River_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\/abstracts-november-5-2024\/\" data-bi-cN=\"Verus: A Practical Foundation for Systems Verification\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Verus: A Practical Foundation for Systems Verification<\/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\">Researchers Chris Hawblitzel and Jay Lorch share how progress in programming languages and verification approaches are bringing bug-free software within reach. Their work on the Rust verification tool Verus won the Distinguished Artifact Award at SOSP \u201924.<\/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\/accelerating-drug-discovery-with-tamgen-a-generative-ai-approach-to-target-aware-molecule-generation\/\" target=\"_self\" aria-label=\"Accelerating drug discovery with TamGen: A generative AI approach to target-aware molecule generation\" data-bi-type=\"annotated-link\" data-bi-cN=\"Accelerating drug discovery with TamGen: A generative AI approach to target-aware molecule 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\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"TamGen logo on a gradient background.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/TamGen-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\/accelerating-drug-discovery-with-tamgen-a-generative-ai-approach-to-target-aware-molecule-generation\/\" data-bi-cN=\"Accelerating drug discovery with TamGen: A generative AI approach to target-aware molecule generation\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Accelerating drug discovery with TamGen: A generative AI approach to target-aware molecule generation<\/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\">TamGen offers a new approach to drug discovery by applying the principles of generative AI to molecular design.<\/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\/microsoft-at-sosp-2024-innovations-in-systems-research\/\" target=\"_self\" aria-label=\"Microsoft at SOSP 2024: Innovations in systems research\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at SOSP 2024: Innovations in systems 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\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"SOSP 2024 on a blue and green gradient background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/10\/SOSP-2024-Conference-round-up-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-at-sosp-2024-innovations-in-systems-research\/\" data-bi-cN=\"Microsoft at SOSP 2024: Innovations in systems 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 at SOSP 2024: Innovations in systems 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\">In an age where digital infrastructure underpins nearly every facet of modern life, SOSP serves as an important forum for showcasing the technologies that shape our interconnected world.<\/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\/ideas-the-journey-to-dna-data-storage\/\" target=\"_self\" aria-label=\"Ideas: The journey to DNA data storage\" data-bi-type=\"annotated-link\" data-bi-cN=\"Ideas: The journey to DNA data storage\" 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\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Outlined illustrations of Karin Strauss, Jake Smith, Bichlien Nguyen, and Sergey Yekhanin for the Microsoft Research Podcast, Ideas series.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/Karin-Jake-Bichlien-Sergey_Ideas_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\/ideas-the-journey-to-dna-data-storage\/\" data-bi-cN=\"Ideas: The journey to DNA data storage\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Ideas: The journey to DNA data storage<\/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\">Research manager Karin Strauss and members of the DNA Data Storage Project reflect on the path to developing a synthetic DNA\u2013based system for archival data storage, including the recent open-source release of its most powerful algorithm for DNA error correction.<\/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=\"4af583b4-bd3a-437c-8ffb-e438541dad83-11-panel\"\n\t\t\t\t\taria-labelledby=\"4af583b4-bd3a-437c-8ffb-e438541dad83-11-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\/mars-a-unified-financial-market-simulation-engine-in-the-era-of-generative-foundation-models\/\">MarS: A unified financial market simulation engine in the era of generative foundation models<\/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\/2024\/11\/MarS-BlogHeroFeature-1400x788-1.jpg\" alt=\"MarS illustration with document workflow and chatbot icons on a purple gradient background\" class=\"wp-image-1107222\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/MarS-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>These innovations have the potential to empower financial researchers to customize generative models for diverse scenarios, establishing a new paradigm for applying generative models to downstream tasks in financial markets.<\/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\/blog\/mars-a-unified-financial-market-simulation-engine-in-the-era-of-generative-foundation-models\/\">Read about MarS models<\/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<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">News<\/span>\n\t\t\t<a href=\"https:\/\/techcommunity.microsoft.com\/blog\/aiplatformblog\/introducing-phi-4-microsoft%E2%80%99s-newest-small-language-model-specializing-in-comple\/4357090\" data-bi-cN=\"Introducing Phi-4: Microsoft\u2019s Newest Small Language Model Specializing in Complex Reasoning | Microsoft Community Hub\" 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>Introducing Phi-4: Microsoft\u2019s Newest Small Language Model Specializing in Complex Reasoning | Microsoft Community Hub<\/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\">Learn about Phi-4, the latest small language model in Phi family, that offers high-quality results at a small size (14B parameters).<\/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\/microsoft-at-neurips-2024-advancing-ai-research-across-domains\/\" target=\"_self\" aria-label=\"Microsoft at NeurIPS 2024: Advancing AI research across domains\" data-bi-type=\"annotated-link\" data-bi-cN=\"Microsoft at NeurIPS 2024: Advancing AI research across domains\" 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\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-240x135.jpg\" class=\"mb-2\" alt=\"abstract geometric pattern in purple, blue, green\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-1400x788-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/NeurIPS-2024-Stories_Hero_Feature-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\">Story<\/span>\n\t\t\t<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/microsoft-at-neurips-2024-advancing-ai-research-across-domains\/\" data-bi-cN=\"Microsoft at NeurIPS 2024: Advancing AI research across domains\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Microsoft at NeurIPS 2024: Advancing AI research across domains<\/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\">More than 100 papers by Microsoft researchers and collaborators have been accepted at NeurIPS 2024, including five oral presentations and 19 spotlight sessions.<\/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\/promptwizard-the-future-of-prompt-optimization-through-feedback-driven-self-evolving-prompts\/\" target=\"_self\" aria-label=\"PromptWizard: The future of prompt optimization through feedback-driven self-evolving prompts\" data-bi-type=\"annotated-link\" data-bi-cN=\"PromptWizard: The future of prompt optimization through feedback-driven self-evolving prompts\" 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\/12\/PromptWizard-BlogHeroFeature-1400x788-1-240x135.png\" class=\"mb-2\" alt=\"A diagram illustrating the joint optimization process of instructions and in-context examples in PromptWizard. The figure demonstrates how the framework iteratively refines both components, integrating feedback to enhance the overall prompt effectiveness and adaptability across tasks.\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-BlogHeroFeature-1400x788-1-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/PromptWizard-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\/promptwizard-the-future-of-prompt-optimization-through-feedback-driven-self-evolving-prompts\/\" data-bi-cN=\"PromptWizard: The future of prompt optimization through feedback-driven self-evolving prompts\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>PromptWizard: The future of prompt optimization through feedback-driven self-evolving prompts<\/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\">PromptWizard from Microsoft Research is now open source. It is designed to automate and simplify AI prompt optimization, combining iterative LLM feedback with efficient exploration and refinement techniques to create highly effective prompts in minutes.<\/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\/ideas-ai-and-democracy-with-madeleine-daepp-and-robert-osazuwa-ness\/\" target=\"_self\" aria-label=\"Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness\" data-bi-type=\"annotated-link\" data-bi-cN=\"Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness\" 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\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-240x135.jpg\" class=\"mb-2\" alt=\"Illustrated headshots of Ginny Badanes, Madeleine Daepp and Robert Ness\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/12\/Ginny-Madeleine-and-Robert_Ideas_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\/ideas-ai-and-democracy-with-madeleine-daepp-and-robert-osazuwa-ness\/\" data-bi-cN=\"Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness\" data-external-link=\"false\" data-bi-aN=\"citation\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness<\/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 \u201cbiggest election year in history\u201d comes to an end, researchers Madeleine Daepp and Robert Osazuwa Ness and Democracy Forward GM Ginny Badanes discuss AI\u2019s impact on democracy, including Daepp and Ness\u2019s research into the tech\u2019s use in Taiwan and India.<\/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\">News<\/span>\n\t\t\t<a href=\"https:\/\/ca.finance.yahoo.com\/news\/big-changes-are-coming-to-ai-in-2025-microsoft-170022863.html?guccounter=1\" data-bi-cN=\"Big changes are coming to AI in 2025: Microsoft\" 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>Big changes are coming to AI in 2025: Microsoft<\/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\">According to Ashley Llorens, corporate vice president and managing director at Microsoft Research, AI models will soon be able to handle far more complex tasks.<\/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<\/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>In 2024, contributions across the research community at Microsoft continued to advance the company\u2019s vision of what technology can and should be: a means for empowering every person and every organization on the planet to achieve more.<\/p>\n\n\n\n<p>To stay informed of the latest innovations, subscribe to the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/info.microsoft.com\/ww-landing-microsoft-research-newsletter.html?wt.mc_id=S-webpage_msr-homepage\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Research Newsletter<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> and the <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Research Podcast<\/a>. You can also follow us on <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/bsky.app\/profile\/msftresearch.bsky.social\" target=\"_blank\" rel=\"noopener noreferrer\">Bluesky<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.facebook.com\/microsoftresearch\/\" target=\"_blank\" rel=\"noopener noreferrer\">Facebook<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.instagram.com\/msft_research\/\" target=\"_blank\" rel=\"noopener noreferrer\">Instagram<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/showcase\/microsoftresearch\/\" target=\"_blank\" rel=\"noopener noreferrer\">LinkedIn<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/x.com\/MSFTResearch\" target=\"_blank\" rel=\"noopener noreferrer\">X<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, and <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.youtube.com\/user\/MicrosoftResearch\" target=\"_blank\" rel=\"noopener noreferrer\">YouTube<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.\u202f<\/p>\n\n\n\n<p><strong>Writers, Editors, and Producers<\/strong>: <em>Kristina Dodge, Kate Forster, Jessica Gartner, Alyssa Hughes, Gretchen Huizinga, Lindsay Kalter, Brenda Potts, Chris Stetkiewicz, Larry West<\/em><\/p>\n\n\n\n<p><strong>Media Producers<\/strong>: <em>Jeremy Crawford, Chris Duryee, Ben Ericson, Jeremy Mashburn, Matthew McGinley, Wil Morrill, Sandro Nigris, Joe Plummer, Craig Tuschhoff<\/em><\/p>\n\n\n\n<p><strong>Managing Editor, Research Publishing<\/strong>: <em>Amber Tingle<\/em><\/p>\n\n\n\n<p><strong>Project Manager<\/strong>: <em>Amanda Melfi<\/em><\/p>\n\n\n\n<p><strong>Microsoft Research Global Design Lead<\/strong>: <em>Neeltje Berger<\/em><\/p>\n\n\n\n<p><strong>Graphic Designers<\/strong>: <em>David Celis Garcia, Tetiana Buhinskaya<\/em><\/p>\n\n\n\n<p><strong>Director, Microsoft Research Creative Studio<\/strong>: <em>Matt Corwine<\/em><\/p>\n\n\n\n<p><em>Originally published on December 20, 2024<\/em><\/p>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h3 class=\"wp-block-heading is-style-default h2\" id=\"lightning-talks\">Other resources<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/\">Microsoft Research Podcast<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\">Microsoft Research Blog<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/sep-2024-brief\/\">Microsoft Research Forum series<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Research did extraordinary work this year, using AI and scientific research to make progress on real-world challenges like climate change, food security, global health, and human trafficking. Learn more.<\/p>\n","protected":false},"featured_media":1113831,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556],"msr-locale":[268875],"msr-post-option":[],"class_list":["post-1107144","msr-story","type-msr-story","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-locale-en_us"],"related-researchers":[],"related-publications":[],"related-downloads":[],"related-videos":[],"related-projects":[],"related-groups":[],"related-events":[],"related-posts":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1107144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story"}],"about":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-story"}],"version-history":[{"count":147,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1107144\/revisions"}],"predecessor-version":[{"id":1158590,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1107144\/revisions\/1158590"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/1113831"}],"wp:attachment":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1107144"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1107144"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1107144"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1107144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}