{"id":1161007,"date":"2026-03-06T21:30:35","date_gmt":"2026-03-07T05:30:35","guid":{"rendered":"https:\/\/find.codeghost.online\/en-us\/research\/?post_type=msr-research-lab&#038;p=1161007"},"modified":"2026-06-19T10:42:17","modified_gmt":"2026-06-19T17:42:17","slug":"catalyst-lab","status":"publish","type":"msr-research-lab","link":"https:\/\/find.codeghost.online\/en-us\/research\/lab\/catalyst-lab\/","title":{"rendered":"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:\/\/find.codeghost.online\/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:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720.png 1920w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-300x113.png 300w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-1024x384.png 1024w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-768x288.png 768w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-1536x576.png 1536w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/Catalyst-lab_light-shapes_header_1920x720-1600x600.png 1600w, https:\/\/find.codeghost.online\/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=\"catalyst-lab\" class=\"wp-block-heading is-style-default\">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 ambitious technical challenges that benefit from tight iteration between research and execution. 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\">AI memory and data systems<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Improving how AI systems store, retrieve, update, and use knowledge reliably over time.<\/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\">Security tools and sensors<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Detecting risk, surface weak signals, and building systems that improve security posture and response.<\/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\">Dense-signal systems<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Turning complex signals such as audio, acoustics, power, energy, or brain data into usable models and real-world tools.<\/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\">Sociotechnical AI<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Evolving how AI systems interact with people, institutions, and communities in ways that are effective, trustworthy, and workable in practice.<\/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\">Cryptography<\/h4>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Inventing, building, and applying advanced cryptographic methods to protect systems, data, and communications in changing threat environments.<\/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:\/\/find.codeghost.online\/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:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1024x576.jpg 1024w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-300x169.jpg 300w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-768x432.jpg 768w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1066x600.jpg 1066w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-655x368.jpg 655w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-240x135.jpg 240w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-640x360.jpg 640w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-960x540.jpg 960w, https:\/\/find.codeghost.online\/en-us\/research\/wp-content\/uploads\/2026\/03\/GraphRag_scatter-plot_1400x788-1280x720.jpg 1280w, https:\/\/find.codeghost.online\/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:\/\/find.codeghost.online\/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:\/\/find.codeghost.online\/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:\/\/find.codeghost.online\/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=\"33\"\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=\"1179201-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=\"1179201-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/find.codeghost.online\/en-us\/research\/publication\/what-humanity-needs-to-flourish-in-the-next-decade\/\" data-bi-cN=\"What humanity needs to flourish in the next decade\" class=\"text-decoration-none\" data-bi-id=\"1179201\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>What humanity needs to flourish in the next decade<\/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:\/\/find.codeghost.online\/en-us\/research\/people\/glenweyl\/\" aria-label=\"Visit the profile page for E. Glen Weyl\">E. Glen Weyl<\/a>, James Evans, <a href=\"https:\/\/find.codeghost.online\/en-us\/research\/people\/chwh\/\" aria-label=\"Visit the profile page for Chris White\">Chris White<\/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<em class=\"font-weight-semibold\">Noema<\/em>\t\t\t\t\t\t\t\t\t\t|\n\t\t\t\t\t\t\t\t\t\tJuly 2026\t\t\t\t\t<\/p>\n\t\n\t\n\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--news-and-awards\">\n\t<div class=\"row\">\n\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1178853-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">Award<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1178853-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/socfell.fas.harvard.edu\/news\/2025\/11\/former-junior-fellow-glen-weyl-honored-2025-irf-peace-builder-award\" data-bi-cN=\"Former Junior Fellow Glen Weyl honored with the 2025 IRF Peace Builder Award\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-decoration-none\" data-bi-id=\"1178853\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Former Junior Fellow Glen Weyl honored with the 2025 IRF Peace Builder Award<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t<\/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\t\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2025-11-16\">\n\t\t\t\t\t\t\t\tNovember 16, 2025\t\t\t\t\t\t\t<\/time>\n\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<span class=\"card__byline\">Harvard University<\/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<\/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--news-and-awards\">\n\t<div class=\"row\">\n\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1178851-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">News Story<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1178851-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/www.techpolicy.press\/japans-team-mirai-uses-tech-to-bolster-democracy-not-undermine-it\/\" data-bi-cN=\"Japan's Team Mirai Uses Tech to Bolster Democracy, Not Undermine It\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-decoration-none\" data-bi-id=\"1178851\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Japan&#8217;s Team Mirai Uses Tech to Bolster Democracy, Not Undermine It<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" 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\t\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-03-17\">\n\t\t\t\t\t\t\t\tMarch 17, 2026\t\t\t\t\t\t\t<\/time>\n\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<span class=\"card__byline\">Tech Policy Press<\/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<\/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--news-and-awards\">\n\t<div class=\"row\">\n\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1178848-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">News Story<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1178848-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/opentodebate.org\/newsletter-should-the-u-s-be-ruled-by-a-ceo-dictator\/\" data-bi-cN=\"Newsletter: Should the U.S. Be Ruled by a CEO Dictator? - Open to Debate\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-decoration-none\" data-bi-id=\"1178848\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Newsletter: Should the U.S. Be Ruled by a CEO Dictator? &#8211; Open to Debate<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" 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\t\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2025-09-08\">\n\t\t\t\t\t\t\t\tSeptember 8, 2025\t\t\t\t\t\t\t<\/time>\n\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<span class=\"card__byline\">Open to Debate<\/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<\/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--news-and-awards\">\n\t<div class=\"row\">\n\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1178845-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">News Story<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1178845-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/hbr.org\/2026\/06\/how-ai-companies-can-pay-fair-rates-for-the-content-they-need\" data-bi-cN=\"How AI Companies Can Pay Fair Rates for the Content They Need\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-decoration-none\" data-bi-id=\"1178845\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>How AI Companies Can Pay Fair Rates for the Content They Need<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" 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\t\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-06-15\">\n\t\t\t\t\t\t\t\tJune 15, 2026\t\t\t\t\t\t\t<\/time>\n\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<span class=\"card__byline\">Harvard Business Review<\/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<\/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--news-and-awards\">\n\t<div class=\"row\">\n\n\t\t<div class=\"col col-12\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1178842-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">News Story<\/span>\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1178842-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/www.economist.com\/by-invitation\/2026\/06\/11\/silicon-valley-needs-to-get-god\" data-bi-cN=\"Silicon Valley Needs to Get God\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-decoration-none\" data-bi-id=\"1178842\" data-bi-type=\"blog-post\" data-bi-tN=\"search-result-card\"><span>Silicon Valley Needs to Get God<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" 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\t\t\t\t\t\t\t<time class=\"card__date\" datetime=\"2026-06-11\">\n\t\t\t\t\t\t\t\tJune 11, 2026\t\t\t\t\t\t\t<\/time>\n\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<span class=\"card__byline\">The Economist: By Invitation<\/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<\/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=\"1177240-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=\"1177240-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/find.codeghost.online\/en-us\/research\/publication\/simple-lifelong-learning-machines\/\" data-bi-cN=\"Simple Lifelong Learning Machines\" class=\"text-decoration-none\" data-bi-id=\"1177240\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>Simple Lifelong Learning Machines<\/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\tJoshua T. Vogelstein,  Jayanta Dey,  Hayden S. Helm,  Will LeVine,  Ronak D. Mehta, Tyler M. Tomita, Haoyin Xu,  Ali Geisa,  Qingyang Wang,  Gido M. van de Ven,  Chenyu Gao, <a href=\"https:\/\/find.codeghost.online\/en-us\/research\/people\/weiwya\/?lang=ja\" aria-label=\"Weiwei Yang\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\">Weiwei Yang<\/a>, <a href=\"https:\/\/find.codeghost.online\/en-us\/research\/people\/brtower\/?lang=ja\" aria-label=\"Bryan Tower\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\">Bryan Tower<\/a>, <a href=\"https:\/\/find.codeghost.online\/en-us\/research\/people\/jolarso\/?lang=ja\" aria-label=\"Jonathan Larson\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\">Jonathan Larson<\/a>, <a href=\"https:\/\/find.codeghost.online\/en-us\/research\/people\/chwh\/?lang=ja\" aria-label=\"Chris White\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\">Chris White<\/a>,  Carey E. Priebe\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<em class=\"font-weight-semibold\">IEEE Transactions on Pattern Analysis and Machine Intelligence<\/em>\t\t\t\t\t\t\t\t\t\t|\n\t\t\t\t\t\t\t\t\t\tNovember 2025, Vol 47(11): pp. 10033&#045;10046\t\t\t\t\t<\/p>\n\t\n\t\n\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=\"1178866-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=\"1178866-asset-type-label\">\n\t\t\t\t\t<a href=\"https:\/\/find.codeghost.online\/en-us\/research\/publication\/red-teaming-with-faith-leaders-expanding-digital-safety-and-accountability-to-frontiers-of-care\/\" data-bi-cN=\"Red teaming with faith leaders: expanding digital safety and accountability to frontiers of care\" class=\"text-decoration-none\" data-bi-id=\"1178866\" data-bi-type=\"publication\" data-bi-tN=\"search-result-card\"><span>Red teaming with faith leaders: expanding digital safety and accountability to frontiers of care<\/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\tNina Lutz, <a href=\"https:\/\/find.codeghost.online\/en-us\/research\/people\/glenweyl\/?lang=fr-ca\" aria-label=\"Visitez la page de profil pour E. Glen Weyl\">E. Glen Weyl<\/a>\t\t<\/p>\n\t\n\t\t\t<p class=\"base m-0 content-excerpt__journal-and-issue\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<em class=\"font-weight-semibold\">FAccT &#8217;26<\/em> | June 2026\t\t\t\t\t<\/p>\n\t\n\t\n\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\n<article class=\"card card--tool\" itemscope itemtype=\"https:\/\/schema.org\/SoftwareApplication\">\n\t<div class=\"row\">\n\t\t<div class=\"col\">\n\t\t\t<div class=\"card-body\">\n\t\t\t\t<span id=\"1176127-asset-type-label\" class=\"card__label d-block pb-2 text-neutral-300 font-weight-semibold text-uppercase small\">\n\t\t\t\t\tTool\t\t\t\t<\/span>\n\n\t\t\t\t<h3 class=\"card__heading h3 m-0 pb-2\" aria-describedby=\"1176127-asset-type-label\">\n\t\t\t\t\t<span itemprop=\"name\">\n\t\t\t\t\t\t<a href=\"https:\/\/github.com\/microsoft\/project-ire\" data-bi-cN=\"Project Ire reports\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-decoration-none\" data-bi-id=\"1176127\" data-bi-type=\"tool\" data-bi-tN=\"search-result-card\"><span>Project Ire reports<\/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<\/span>\n\t\t\t\t<\/h3>\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t<meta itemprop=\"applicationCategory\" content=\"DeveloperApplication\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<meta itemprop=\"url\" content=\"https:\/\/github.com\/microsoft\/project-ire\">\n\t\t\t\t\t\t\t\t\t<meta itemprop=\"installUrl\" content=\"https:\/\/github.com\/microsoft\/project-ire\">\n\t\t\t\t\t\t\t\t<meta itemprop=\"datePublished\" content=\"2026-06-17T12:13:59-07:00\">\n\t\t\t\t<meta itemprop=\"dateModified\" content=\"2026-06-17T12:14:01-07:00\">\n\t\t\t\t<span itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Organization\">\n\t\t\t\t\t<meta itemprop=\"name\" content=\"Microsoft Research\">\n\t\t\t\t\t<meta 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