{"id":1161007,"date":"2026-03-06T21:30:35","date_gmt":"2026-03-07T05:30:35","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-research-lab&#038;p=1161007"},"modified":"2026-11-10T16:19:41","modified_gmt":"2026-11-10T23:19:41","slug":"catalyst-lab","status":"publish","type":"msr-research-lab","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/lab\/catalyst-lab\/","title":{"rendered":"Microsoft Research Catalyst Lab"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"720\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720.png\" class=\"attachment-full size-full\" alt=\"Catalyst Lab | abstract blue and purple shapes on a light background\" style=\"object-position: 78% 49%\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720.png 1920w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-300x113.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-1024x384.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-768x288.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-1536x576.png 1536w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-1600x600.png 1600w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-240x90.png 240w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 id=\"microsoft-research-catalyst-lab\" class=\"wp-block-heading is-style-default\">Microsoft Research Catalyst Lab<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Where foundational ideas become end-to-end systems<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<h2 id=\"welcome-to-the-catalyst-lab\" class=\"wp-block-heading h3\">Welcome to the Catalyst Lab<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We focus on problems that are too uncertain and too consequential to ignore. That means developing new ideas, building working systems, and learning from real-world constraints along the way.<\/p>\n\n\n\n<h3 id=\"how-we-work\" class=\"wp-block-heading\">How we work<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Our teams are small, highly technical, and cross-disciplinary. We work quickly, learn through building, and stay grounded in real user needs and operational reality.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Catalyst Lab is also a place to explore new ways of working in the age of AI. As teams increasingly build with AI and agents, we experiment with how collaboration, development, and coordination can evolve.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-align-left wp-block-paragraph\">Catalyst Lab works end-to-end on high-value, high-uncertainty problems from foundational theory to production code.<\/p>\n<\/blockquote>\n<\/div>\n<\/div>\n\n\n\n<div style=\"padding-bottom:32px;padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row has-background has-lighter-gray-background-color has-text-color has-black-color\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h3 class=\"wp-block-heading has-text-align-center\" id=\"areas-of-focus\">Areas of focus<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"area-title\">Agentic memory and reasoning<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">How can long-running, self-improving systems maintain state that is verifiable, safe to revise, grounded, and auditable?<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"verification-and-provenance\">Verification and provenance<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">How can people and machines verify the origin, transformation, claims, and authority of digital evidence?\u202f&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"area-title\">Trusted sensing and signals<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">How can systems derive reliable meaning from continuous, real-valued signals whose fidelity cannot be assumed?&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"area-title\">Machine speed defense<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">How can defenders detect, identify, contain, and neutralize autonomous attackers at machine speed without creating unacceptable risk?&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"area-title\">Cryptographic trust<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">What foundations are required for post-quantum, multi-party, hardware-backed, and AI-mediated systems?\u202f&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"area-title\">Institutional trust and governance<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">How can consequential autonomous systems operate within legitimate, governable, democratic institutions?\u202f&nbsp;<\/p>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"wp-block-media-text has-vertical-margin-small  has-vertical-padding-none  is-stacked-on-mobile is-style-border\" style=\"grid-template-columns:30% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1024x576.jpg\" alt=\"GraphRag colorful scatter plot on a black background\" class=\"wp-image-1174004 size-full\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1280x720.jpg 1280w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 id=\"our-team-or-who-we-are\" class=\"wp-block-heading\">Who we are<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"our-team-or-who-we-are\">Catalyst Lab brings together researchers, engineers, technical program managers, partners, and AI-enabled tools to move from early invention to durable capability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"our-team-or-who-we-are\">Our work often spans the full arc of innovation. In some efforts, we pursue new foundational advances. In others, we focus on building, integrating, and refining systems. In many cases, progress comes from doing both together.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-cta\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/lab\/catalyst-lab\/people\/\">Meet our team<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"padding-bottom:32px;padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row has-background has-dark-gray-background-color has-text-color has-white-color\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h2 class=\"wp-block-heading has-text-align-center\" id=\"come-work-with-us\">Come work with us<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Join us in our mission to address some of society\u2019s most pressing challenges!<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/lab\/catalyst-lab\/opportunities\/\">All open roles<\/a><\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:32px;padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h3 class=\"wp-block-heading has-text-align-left\" id=\"areas-of-focus\">Our core values<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"area-title\">Respect<\/h4>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">We deeply respect the unique expertise and perspective that each of our colleagues brings to the team.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"area-title\">Collaboration<\/h4>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">We bring together diverse disciplines to drive ideation and create robust innovations that address society&#8217;s most pressing challenges.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-left\" id=\"area-title\">Impact<\/h4>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">We strive to have global, real-world impact through deep partnership with the broader Microsoft and strategic external partnerships, to empower our society.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n\n<section class=\"my-2 my-lg-4 wp-block-msr-block-library-content-feed\"\tdata-bi-aN=\"content-feed\"\n\tdata-content-feed-endpoint=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/microsoft-research\/v2\/labs\/1161007\/related?format=html&card_style=search&per_page=10&order=desc&type=publication,tool,video,post,article,news,story&show_excerpt=0&thumbnail_side=left\"\n\tdata-content-feed-page=\"1\"\n\tdata-content-feed-total=\"49\"\n\tdata-content-feed-per-page=\"10\"\n>\n\t\t<div class=\"msr-faceted-search-form__facet-dropdown mt-2 mb-3\">\n\t\t<div class=\"form-inline\">\n\t\t\t<label for=\"content-feed-filter-1\" class=\"d-inline-block mr-g\">\n\t\t\t\tView:\t\t\t<\/label>\n\t\t\t<div class=\"custom-select d-inline-block my-2 w-auto\">\n\t\t\t\t<select\n\t\t\t\t\tclass=\"content-feed__type-filter msr-facet-term__dropdown custom-select-input btn btn-faint-secondary border-transparent\"\n\t\t\t\t\tid=\"content-feed-filter-1\"\n\t\t\t\t>\n\t\t\t\t\t<option value=\"all\">All<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"article\">\n\t\t\t\t\t\t\tArticles\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"post\">\n\t\t\t\t\t\t\tBlogs & Podcasts\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"news\">\n\t\t\t\t\t\t\tIn the News & Awards\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"publication\">\n\t\t\t\t\t\t\tPublications\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"story\">\n\t\t\t\t\t\t\tStories\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"tool\">\n\t\t\t\t\t\t\tTools\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"video\">\n\t\t\t\t\t\t\tVideos\t\t\t\t\t\t<\/option>\n\t\t\t\t\t\t\t\t\t<\/select>\n\t\t\t\t<span class=\"custom-select-arrow\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\n\t<div class=\"content-feed__list\" aria-live=\"polite\">\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--publication\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1193879-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPublication\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1193879-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/lazare-veni-foras-reprogramming-dormant-neurons-to-backdoor-ai-agents\/\" data-bi-cN=\"Lazare veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents\" class=\"text-decoration-none\" data-bi-id=\"1193879\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>Lazare veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/zengyuchen\/\" aria-label=\"Visit the profile page for Yuchen Zeng\">Yuchen Zeng<\/a>, Giorgio Severi, Blake Bullwinkel, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/horvitz\/\" aria-label=\"Visit the profile page for Eric Horvitz\">Eric Horvitz<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/dimitriosp\/\" aria-label=\"Visit the profile page for Dimitris Papailiopoulos\">Dimitris Papailiopoulos<\/a>\t\t<\/p>\n\t\n\t\n\t\n\t\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1194126-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tMicrosoft Research Blog\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1194126-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/blog\/lazare-veni-foras-reprogramming-dormant-neurons-to-backdoor-ai-agents\/\" data-bi-cN=\"Lazare, veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents\" class=\"text-decoration-none\" data-bi-id=\"1194126\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Lazare, veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-11-10\">November 10, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span>&nbsp;|&nbsp;<\/span>\n\t\t\t\t\t\t\t<span class=\"card__byline\"><a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/dimitriosp\/\" aria-label=\"Visit the profile page for Dimitris Papailiopoulos\">Dimitris Papailiopoulos<\/a><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/blog\/lazare-veni-foras-reprogramming-dormant-neurons-to-backdoor-ai-agents\/\" aria-label=\"Thumbnail for post: \"Lazare, veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO.png\" class=\"mw-100 wp-post-image\" alt=\"MSR HERO Laz\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO.png 1400w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-300x169.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-1024x576.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-768x432.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-1066x600.png 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-655x368.png 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-240x135.png 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-640x360.png 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-960x540.png 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/11\/MSR-BLG_LAZ_HERO-1280x720.png 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1191852-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tMicrosoft Research Blog\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1191852-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/blog\/formally-verifying-agent-written-full-stack-web-apps-with-pdd-kit\/\" data-bi-cN=\"Formally verifying agent-written full-stack web apps with PDD Kit\" class=\"text-decoration-none\" data-bi-id=\"1191852\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Formally verifying agent-written full-stack web apps with PDD Kit<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-11-05\">November 5, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span>&nbsp;|&nbsp;<\/span>\n\t\t\t\t\t\t\t<span class=\"card__byline\"><a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/alexlavaee\/\" aria-label=\"Visit the profile page for Alex Lavaee\">Alex Lavaee<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/matthaip\/\" aria-label=\"Visit the profile page for Matthai Philipose\">Matthai Philipose<\/a><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/blog\/formally-verifying-agent-written-full-stack-web-apps-with-pdd-kit\/\" aria-label=\"Thumbnail for post: \"Formally verifying agent-written full-stack web apps with PDD Kit\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1.jpg\" class=\"mw-100 wp-post-image\" alt=\"PDDKit decision flowchart on green gradient background\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1.jpg 1400w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/PDDKitRecap-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1192298-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPodcast\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1192298-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/podcast\/learn-the-rules-the-hacker-mindset\/\" data-bi-cN=\"Learn the rules: The hacker mindset\" class=\"text-decoration-none\" data-bi-id=\"1192298\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Learn the rules: The hacker mindset<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-11-03\">November 3, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/podcast\/learn-the-rules-the-hacker-mindset\/\" aria-label=\"Thumbnail for post: \"Learn the rules: The hacker mindset\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788.jpg\" class=\"mw-100 wp-post-image\" alt=\"Illustrated portraits of Weishung Liu and Mike Walker of Microsoft Research\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788.jpg 1400w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/WeishungMike-MSRPod_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--publication\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1192876-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPublication\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1192876-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/shallowdefend-harnessing-shallow-safety-alignment-for-multi-turn-defender\/\" data-bi-cN=\"ShallowDefend: Harnessing Shallow Safety Alignment for Multi-Turn Defender\" class=\"text-decoration-none\" data-bi-id=\"1192876\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>ShallowDefend: Harnessing Shallow Safety Alignment for Multi-Turn Defender<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\tQiyao Ma, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/xiaodl\/?lang=fr-ca\" aria-label=\"Visitez la page de profil pour Xiaodong Liu\">Xiaodong Liu<\/a>, Weiwei Yang, Mingqian Feng, Chengquan Guo, Jialin Song, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/caburact\/?lang=fr-ca\" aria-label=\"Visitez la page de profil pour Carolyn Buractaon\">Carolyn Buractaon<\/a>, Zhe Zhao, Junshan Zhang, Sandeep Atluri, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/chwh\/?lang=fr-ca\" aria-label=\"Visitez la page de profil pour Chris White\">Chris White<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/jfgao\/?lang=fr-ca\" aria-label=\"Visitez la page de profil pour Jianfeng Gao\">Jianfeng Gao<\/a>\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOctober 2026\t\t\t\t\t<\/p>\n\t\n\t\n\t\t\t\t\t\t<p class=\"base m-0 content-excerpt__published\">\n\t\t\t\tarXiv\t\t\t\t\t\t\t\t\t|\n\t\t\t\t\tOctober 2026\t\t\t\t\t\t\t<\/p>\n\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--publication\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1192882-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPublication\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1192882-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/where-you-inject-matters-the-trust-region-effect-in-llm-agents\/\" data-bi-cN=\"Where You Inject Matters: The Trust Region Effect in LLM Agents\" class=\"text-decoration-none\" data-bi-id=\"1192882\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>Where You Inject Matters: The Trust Region Effect in LLM Agents<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\tChengquan Guo, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/xiaodl\/\" aria-label=\"Visit the profile page for Xiaodong Liu\">Xiaodong Liu<\/a>, Weiwei Yang, Mingqian Feng, Jialin Song, Qiyao Ma, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/caburact\/\" aria-label=\"Visit the profile page for Carolyn Buractaon\">Carolyn Buractaon<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/chwh\/\" aria-label=\"Visit the profile page for Chris White\">Chris White<\/a>, Bo Li, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/jfgao\/\" aria-label=\"Visit the profile page for Jianfeng Gao\">Jianfeng Gao<\/a>\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOctober 2026\t\t\t\t\t<\/p>\n\t\n\t\n\t\t\t\t\t\t<p class=\"base m-0 content-excerpt__published\">\n\t\t\t\tarXiv\t\t\t\t\t\t\t\t\t|\n\t\t\t\t\tOctober 2026\t\t\t\t\t\t\t<\/p>\n\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--publication\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1192869-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPublication\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1192869-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/machine-learning-guided-real-time-ac-optimal-transmission-switching\/\" data-bi-cN=\"Machine learning-guided real-time AC optimal transmission switching\" class=\"text-decoration-none\" data-bi-id=\"1192869\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>Machine learning-guided real-time AC optimal transmission switching<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\tWeimin Huang, Weiwei Yang, B. Dilkina, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/kmellou\/\" aria-label=\"Visit the profile page for Konstantina Mellou\">Konstantina Mellou<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/ishai\/\" aria-label=\"Visit the profile page for Ishai Menache\">Ishai Menache<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/mmolinaro\/\" aria-label=\"Visit the profile page for Marco Molinaro\">Marco Molinaro<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/chwh\/\" aria-label=\"Visit the profile page for Chris White\">Chris White<\/a>, Baosen Zhang\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOctober 2026\t\t\t\t\t<\/p>\n\t\n\t\n\t\t\t\t\t\t<p class=\"base m-0 content-excerpt__published\">\n\t\t\t\tarXiv\t\t\t\t\t\t\t\t\t|\n\t\t\t\t\tOctober 2026\t\t\t\t\t\t\t<\/p>\n\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--publication\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1192874-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPublication\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1192874-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/sema-auto-sighted-and-efficient-multi-turn-attack-with-autonomy\/\" data-bi-cN=\"SEMA-Auto: Sighted and Efficient Multi-Turn Attack with Autonomy\" class=\"text-decoration-none\" data-bi-id=\"1192874\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>SEMA-Auto: Sighted and Efficient Multi-Turn Attack with Autonomy<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta pb-2\">\n\t\t\t\t\t\n\t\t\t<p class=\"base m-0 content-excerpt__people\">\n\t\t\tMingqian Feng, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/xiaodl\/\" aria-label=\"Visit the profile page for Xiaodong Liu\">Xiaodong Liu<\/a>, Weiwei Yang, Chenliang Xu, Jialin Song, Qiyao Ma, Chengquan Guo, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/caburact\/\" aria-label=\"Visit the profile page for Carolyn Buractaon\">Carolyn Buractaon<\/a>, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/markrussinovich\/\" aria-label=\"Visit the profile page for Mark Russinovich\">Mark Russinovich<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/chwh\/\" aria-label=\"Visit the profile page for Chris White\">Chris White<\/a>, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/jfgao\/\" aria-label=\"Visit the profile page for Jianfeng Gao\">Jianfeng Gao<\/a>\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOctober 2026\t\t\t\t\t<\/p>\n\t\n\t\n\t\t\t\t\t\t<p class=\"base m-0 content-excerpt__published\">\n\t\t\t\tarXiv\t\t\t\t\t\t\t\t\t|\n\t\t\t\t\tOctober 2026\t\t\t\t\t\t\t<\/p>\n\t\t\t\n\t\n\t\n\t\n\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t<article class=\"card card--post\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1185073-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tPodcast\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1185073-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/podcast\/called-to-serve-tech-research-and-positive-impact-with-chris-white\/\" data-bi-cN=\"Called to serve: Tech, research, and positive impact\" class=\"text-decoration-none\" data-bi-id=\"1185073\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Called to serve: Tech, research, and positive impact<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-10-20\">October 20, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<a class=\"d-block\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/podcast\/called-to-serve-tech-research-and-positive-impact-with-chris-white\/\" aria-label=\"Thumbnail for post: \"Called to serve: Tech, research, and positive impact\"\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"220\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788.jpg\" class=\"mw-100 wp-post-image\" alt=\"The Microsoft Research Podcast | illustration of Weishung Liu and Chris White\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788.jpg 1400w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/08\/WeishungChris-MSRPod_Hero_Feature_River_No_Text_1400x788-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content-feed__item\">\n\t\t\t\t\n<article class=\"card card--video\">\n\t<div class=\"row\">\n\t\t<div class=\"col col-12 col-md-8\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1190404-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tVideo\t\t\t\t<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1190404-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/video\/aegon-self-auditable-key-transparency\/\" data-bi-cN=\"Aegon: Self-Auditable Key Transparency\" class=\"text-decoration-none\" data-bi-id=\"1190404\" data-bi-type=\"video\" data-bi-tN=\"search-result-card\"><span>Aegon: Self-Auditable Key Transparency<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-chevron-right\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/h3>\n\t\t\t\t<div class=\"card__meta\">\n\t\t\t\t\t<p class=\"m-0 pb-2\">\n\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-10-19\">October 19, 2026<\/time>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>&nbsp;|&nbsp;<\/span>\n\t\t\t\t\t\t\t\t<span class=\"card__byline\">\n\t\t\t\t\t\t\t\t\tHossein Hafezi, <a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/kilai\/\">Kim Laine<\/a>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"card__thumbnail col col-12 col-md-4 order-first\">\n\t\t\t\t<div class=\"embed-responsive embed-responsive-16by9 bg-black\">\n\t\t\t\t\t<a class=\"embed-responsive-item\" href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/video\/aegon-self-auditable-key-transparency\/\" aria-label=\"Watch the video for: \"Aegon: Self-Auditable Key Transparency\"\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-1024x576.jpg\" class=\"embed-responsive-item img-object-contain wp-post-image\" alt=\"graphical user interface, website\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/10\/kJroCVn7qXk.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t<span class=\"d-flex align-items-center m-2 px-2 position-absolute bottom-0 right-0 bg-black\">\n\t\t\t\t\t\t\t<span class=\"pt-1 glyph-prepend glyph-prepend-video\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"pl-1\">53:20<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t<div class=\"text-center mt-4 content-feed__load-more-container\">\n\t\t\t<button\n\t\t\t\tclass=\"btn btn-outline-primary content-feed__load-more\"\n\t\t\t\ttype=\"button\"\n\t\t\t\taria-label=\"Load more related content\"\n\t\t\t>\n\t\t\t\tLoad More\t\t\t<\/button>\n\t\t<\/div>\n\t<\/section>\n\n\n\n\n<footer class=\"single-lab__footer bg-gray-100 py-4 py-md-5\">\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\">\n<h3 id=\"leadership\" class=\"wp-block-heading\">Leadership<\/h3>\n\n\n\n<div class=\"single-lab__block-footer-section\">\n\t<ul class=\"m-0 list-unstyled\">\n\t\t\t\t\t\t\t\t<li class=\"mb-0\">\n\t\t\t\t<div class=\"single-lab__footer-leader d-flex mb-2\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"single-lab__footer-leader-avatar\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/chwh\/\">\n\t\t\t\t\t\t\t\t\t<div class=\"embed-responsive embed-responsive-1by1 rounded-circle\">\n\t\t\t\t\t\t\t\t\t\t<img alt='Portrait of Chris White' src='\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/12\/chwh_headshot-2.jpg' srcset='\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/12\/chwh_headshot-2.jpg 2x' class='avatar avatar-180 photo avatar m-0 img-object-cover embed-responsive-item' height='180' width='180' \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"single-lab__footer-leader-info\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/people\/chwh\/\">\n\t\t\t\t\t\t\t\tChris White\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Vice President and Managing Director, \r\nMicrosoft Research Catalyst Lab<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 id=\"contact\" class=\"wp-block-heading\">Contact<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Follow Microsoft Research<\/p>\n\n\n\n<ul class=\"wp-block-social-links has-visible-labels is-vertical is-layout-flex wp-container-core-social-links-is-layout-4fc3f8e1 wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-facebook wp-block-social-link\"><a href=\"https:\/\/www.facebook.com\/microsoftresearch\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2C6.5 2 2 6.5 2 12c0 5 3.7 9.1 8.4 9.9v-7H7.9V12h2.5V9.8c0-2.5 1.5-3.9 3.8-3.9 1.1 0 2.2.2 2.2.2v2.5h-1.3c-1.2 0-1.6.8-1.6 1.6V12h2.8l-.4 2.9h-2.3v7C18.3 21.1 22 17 22 12c0-5.5-4.5-10-10-10z\"><\/path><\/svg><span class=\"wp-block-social-link-label\">Facebook<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-x wp-block-social-link\"><a href=\"https:\/\/x.com\/MSFTResearch\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M13.982 10.622 20.54 3h-1.554l-5.693 6.618L8.745 3H3.5l6.876 10.007L3.5 21h1.554l6.012-6.989L15.868 21h5.245l-7.131-10.378Zm-2.128 2.474-.697-.997-5.543-7.93H8l4.474 6.4.697.996 5.815 8.318h-2.387l-4.745-6.787Z\" \/><\/svg><span class=\"wp-block-social-link-label\">X<\/span><\/a><\/li><\/ul>\n<\/div>\n<\/div>\t<\/div>\n<\/footer>\n","protected":false},"featured_media":1174005,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_email":"","msr_address_1":"","msr_address_2":"","msr_city":"","msr_state":"","msr_postal_code":"","msr_country":"","msr_phone":"","msr_override_map_link":"","msr_lab_director":0,"msr_lab_leadership":[31442],"msr-author-ordering":[{"type":"user_nicename","value":"alonsog"},{"type":"user_nicename","value":"amhoak"},{"type":"user_nicename","value":"andreabri"},{"type":"user_nicename","value":"andresmor"},{"type":"user_nicename","value":"bcaswell"},{"type":"user_nicename","value":"bcutler"},{"type":"user_nicename","value":"benaloh"},{"type":"user_nicename","value":"betuldurak"},{"type":"user_nicename","value":"bobfleck"},{"type":"user_nicename","value":"brtower"},{"type":"user_nicename","value":"cabadea"},{"type":"user_nicename","value":"cbird"},{"type":"user_nicename","value":"cduplantis"},{"type":"user_nicename","value":"chtrevin"},{"type":"user_nicename","value":"chwh"},{"type":"user_nicename","value":"cpaquin"},{"type":"user_nicename","value":"daedge"},{"type":"user_nicename","value":"danshu"},{"type":"user_nicename","value":"dasham"},{"type":"user_nicename","value":"datittsw"},{"type":"user_nicename","value":"davidjo"},{"type":"user_nicename","value":"daxpryce"},{"type":"user_nicename","value":"ddesouza"},{"type":"user_nicename","value":"diemmano"},{"type":"user_nicename","value":"disamhembere"},{"type":"user_nicename","value":"esghosh"},{"type":"user_nicename","value":"gaudyb"},{"type":"user_nicename","value":"glenweyl"},{"type":"user_nicename","value":"gregz"},{"type":"user_nicename","value":"hagamper"},{"type":"user_nicename","value":"ivantash"},{"type":"user_nicename","value":"jolarso"},{"type":"user_nicename","value":"jomclean"},{"type":"user_nicename","value":"kalytv"},{"type":"user_nicename","value":"keaster"},{"type":"user_nicename","value":"kilai"},{"type":"user_nicename","value":"ljoy"},{"type":"user_nicename","value":"matthaip"},{"type":"user_nicename","value":"mdaepp"},{"type":"user_nicename","value":"meerachander"},{"type":"user_nicename","value":"melissac"},{"type":"user_nicename","value":"mnaehrig"},{"type":"user_nicename","value":"naevans"},{"type":"user_nicename","value":"nicaurvi"},{"type":"user_nicename","value":"pbourke"},{"type":"user_nicename","value":"peterchoi"},{"type":"user_nicename","value":"plonga"},{"type":"user_nicename","value":"racruzmo"},{"type":"user_nicename","value":"rracanicci"},{"type":"user_nicename","value":"sebraun"},{"type":"user_nicename","value":"sfowers"},{"type":"user_nicename","value":"smithsarah"},{"type":"user_nicename","value":"t-adharshk"},{"type":"user_nicename","value":"trinhha"},{"type":"user_nicename","value":"tvallinspina"},{"type":"user_nicename","value":"walkerm"},{"type":"user_nicename","value":"weisliu"},{"type":"user_nicename","value":"weiwya"}],"footnotes":""},"msr-locale":[268875],"class_list":["post-1161007","msr-research-lab","type-msr-research-lab","status-publish","has-post-thumbnail","hentry","msr-locale-en_us"],"related-researchers":[{"type":"user_nicename","display_name":"Carmen Badea","user_id":38544,"people_section":"Section name 0","alias":"cabadea"},{"type":"user_nicename","display_name":"Josh Benaloh","user_id":31203,"people_section":"Section name 0","alias":"benaloh"},{"type":"user_nicename","display_name":"Gaudy Blanco Meneses","user_id":43278,"people_section":"Section name 0","alias":"gaudyb"},{"type":"user_nicename","display_name":"Sebastian Braun","user_id":37688,"people_section":"Section name 0","alias":"sebraun"},{"type":"user_nicename","display_name":"Andrea Britto Mattos Lima","user_id":42393,"people_section":"Section name 0","alias":"andreabri"},{"type":"user_nicename","display_name":"Brian Caswell","user_id":39420,"people_section":"Section name 0","alias":"bcaswell"},{"type":"user_nicename","display_name":"Nick Caurvina","user_id":41000,"people_section":"Section name 0","alias":"nicaurvi"},{"type":"user_nicename","display_name":"Melissa Chase","user_id":32878,"people_section":"Section name 0","alias":"melissac"},{"type":"user_nicename","display_name":"Peter Choi","user_id":44214,"people_section":"Section name 0","alias":"peterchoi"},{"type":"user_nicename","display_name":"Radames Cruz Moreno","user_id":38898,"people_section":"Section name 0","alias":"racruzmo"},{"type":"user_nicename","display_name":"Madeleine Daepp","user_id":39856,"people_section":"Section name 0","alias":"mdaepp"},{"type":"user_nicename","display_name":"Cory Duplantis","user_id":43935,"people_section":"Section name 0","alias":"cduplantis"},{"type":"user_nicename","display_name":"Bet&uuml;l Durak","user_id":40642,"people_section":"Section name 0","alias":"betuldurak"},{"type":"user_nicename","display_name":"Karen Easterbrook","user_id":32510,"people_section":"Section name 0","alias":"keaster"},{"type":"user_nicename","display_name":"Darren Edge","user_id":31509,"people_section":"Section name 0","alias":"daedge"},{"type":"user_nicename","display_name":"Dimitra Emmanouilidou","user_id":37461,"people_section":"Section name 0","alias":"diemmano"},{"type":"user_nicename","display_name":"Nathan Evans","user_id":36539,"people_section":"Section name 0","alias":"naevans"},{"type":"user_nicename","display_name":"Bob Fleck","user_id":43918,"people_section":"Section name 0","alias":"bobfleck"},{"type":"user_nicename","display_name":"Spencer Fowers","user_id":33581,"people_section":"Section name 0","alias":"sfowers"},{"type":"user_nicename","display_name":"Hannes Gamper","user_id":31943,"people_section":"Section name 0","alias":"hagamper"},{"type":"user_nicename","display_name":"Esha Ghosh","user_id":37851,"people_section":"Section name 0","alias":"esghosh"},{"type":"user_nicename","display_name":"Alonso Guevara Fern&aacute;ndez","user_id":42522,"people_section":"Section name 0","alias":"alonsog"},{"type":"user_nicename","display_name":"Amber Hoak","user_id":37992,"people_section":"Section name 0","alias":"amhoak"},{"type":"user_nicename","display_name":"David Johnston","user_id":31562,"people_section":"Section name 0","alias":"davidjo"},{"type":"user_nicename","display_name":"Kim Laine","user_id":32546,"people_section":"Section name 0","alias":"kilai"},{"type":"user_nicename","display_name":"Jonathan Larson","user_id":32385,"people_section":"Section name 0","alias":"jolarso"},{"type":"user_nicename","display_name":"Alex Lavaee","user_id":44342,"people_section":"Section name 0","alias":"alexlavaee"},{"type":"user_nicename","display_name":"Weishung Liu","user_id":39805,"people_section":"Section name 0","alias":"weisliu"},{"type":"user_nicename","display_name":"Patrick Longa","user_id":33271,"people_section":"Section name 0","alias":"plonga"},{"type":"user_nicename","display_name":"Kate Lytvynets","user_id":38073,"people_section":"Section name 0","alias":"kalytv"},{"type":"user_nicename","display_name":"Jonathan McLean","user_id":40399,"people_section":"Section name 0","alias":"jomclean"},{"type":"user_nicename","display_name":"Disa Mhembere","user_id":43970,"people_section":"Section name 0","alias":"disamhembere"},{"type":"user_nicename","display_name":"Andres Morales Esquivel","user_id":43281,"people_section":"Section name 0","alias":"andresmor"},{"type":"user_nicename","display_name":"Dimitris Papailiopoulos","user_id":43533,"people_section":"Section name 0","alias":"dimitriosp"},{"type":"user_nicename","display_name":"Christian Paquin","user_id":31473,"people_section":"Section name 0","alias":"cpaquin"},{"type":"user_nicename","display_name":"Matthai Philipose","user_id":32834,"people_section":"Section name 0","alias":"matthaip"},{"type":"user_nicename","display_name":"Dax Pryce","user_id":42975,"people_section":"Section name 0","alias":"daxpryce"},{"type":"user_nicename","display_name":"Dan Shumow","user_id":31538,"people_section":"Section name 0","alias":"danshu"},{"type":"user_nicename","display_name":"Sarah Smith","user_id":42579,"people_section":"Section name 0","alias":"smithsarah"},{"type":"user_nicename","display_name":"Dayenne Souza","user_id":42084,"people_section":"Section name 0","alias":"ddesouza"},{"type":"user_nicename","display_name":"Ivan Tashev","user_id":32127,"people_section":"Section name 0","alias":"ivantash"},{"type":"user_nicename","display_name":"David Tittsworth","user_id":38064,"people_section":"Section name 0","alias":"datittsw"},{"type":"user_nicename","display_name":"Bryan Tower","user_id":36653,"people_section":"Section name 0","alias":"brtower"},{"type":"user_nicename","display_name":"Chris Trevino","user_id":43260,"people_section":"Section name 0","alias":"chtrevin"},{"type":"user_nicename","display_name":"Ha Trinh","user_id":43245,"people_section":"Section name 0","alias":"trinhha"},{"type":"user_nicename","display_name":"Thiago Vallin Spina","user_id":42246,"people_section":"Section name 0","alias":"tvallinspina"},{"type":"user_nicename","display_name":"Mike Walker","user_id":39150,"people_section":"Section name 0","alias":"walkerm"},{"type":"user_nicename","display_name":"E. Glen Weyl","user_id":31885,"people_section":"Section name 0","alias":"glenweyl"},{"type":"user_nicename","display_name":"Chris White","user_id":31442,"people_section":"Section name 0","alias":"chwh"},{"type":"user_nicename","display_name":"Derek Worthen","user_id":44237,"people_section":"Section name 0","alias":"deworthe"},{"type":"user_nicename","display_name":"Greg Zaverucha","user_id":31912,"people_section":"Section name 0","alias":"gregz"}],"related-publications":[1178869,1193879,1192882,1192876,1192874,1192869,1192013,1179853,1179201,1130106,1178866,1178859,1178856,1177240,1171469,1170952,1170782,1162269],"related-downloads":[],"related-videos":[1138726,1146661,1157578,1181117,1187258,1190404],"related-posts":[1134179,1145100,1145803,1148317,1170857,1171470,1175369,1185073,1186605,1191852,1192298,1194126],"related-events":[],"related-groups":[144923,682881,881565,1107918],"related-projects":[1168054,1152865,1144806,1158675,1027041,953901,926853,925446,923796,912408,911022,807892,635574,692055,583729,680595,661380,480492,428250,236139,241727,212079,170918,488189],"related-opportunities":[1190288,1190338],"related-articles":[],"tab-content":[],"_links":{"self":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-research-lab\/1161007","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-research-lab"}],"about":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-research-lab"}],"version-history":[{"count":40,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-research-lab\/1161007\/revisions"}],"predecessor-version":[{"id":1194162,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-research-lab\/1161007\/revisions\/1194162"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/1174005"}],"wp:attachment":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1161007"}],"wp:term":[{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1161007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}