{"id":1140163,"date":"2025-05-27T12:35:37","date_gmt":"2025-05-27T19:35:37","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-event&#038;p=1140163"},"modified":"2026-05-14T08:44:39","modified_gmt":"2026-05-14T15:44:39","slug":"microsoft-research-forum","status":"publish","type":"msr-event","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/","title":{"rendered":"Microsoft Research Forum"},"content":{"rendered":"\n\n<div class=\"wp-block-cover is-light has-white-color has-text-color has-link-color wp-elements-4fd3bbcf616d8394031fc2c68bb258e4\" style=\"min-height:25vw;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"384\" class=\"wp-block-cover__image-background wp-image-1147621 size-large\" alt=\"Research Forum | Episode 5 - abstract background with colorful hexagons\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-1024x384.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-1024x384.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-300x113.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-768x288.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-1536x576.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-1600x600.jpg 1600w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-240x90.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-purple-background-color has-background-dim-0 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-container-core-cover-is-layout-d9fd7b74 wp-block-cover-is-layout-constrained\">\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-f254dc4be67571fc8d14c3bae3d299c8\" id=\"microsoft-research-forum\">Microsoft Research Forum<\/h1>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-d2f5b57c698943b521515c0f3b590be0\">Location: Virtual<\/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\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">Register for the series<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n\n\n\n<p>Microsoft Research Forum is a virtual series showcasing research with real-world impact, from fundamental exploration to responsible AI, scaling innovation through products and open source, and supporting positive change in society.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-msr-block-library-youtube-stream\">\n\t<div class=\"youtube-stream__video\">\n\t\t<iframe\n\t\t\twidth=\"1600\"\n\t\t\theight=\"900\"\n\t\t\tsrc=\"https:\/\/www.youtube-nocookie.com\/embed\/lyQ_Q0h9bYU\"\n\t\t\tframeborder=\"0\"\n\t\t\tallowfullscreen\n\t\t\tallow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\"\n\t\t\ttitle=\"YouTube Video Player\"\n\t\t><\/iframe>\n\t<\/div>\n\n\t<div class=\"youtube-stream__comments\">\n\t\t<iframe\n\t\t\twidth=\"400\"\n\t\t\theight=\"900\"\n\t\t\tsrc=\"https:\/\/www.youtube.com\/live_chat?v=lyQ_Q0h9bYU&embed_domain=cm-edgetun.pages.dev\"\n\t\t\tframeborder=\"0\"\n\t\t\tallowfullscreen\n\t\t\ttitle=\"YouTube Video Player\"\n\t\t><\/iframe>\n\t<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-magenta-color has-alpha-channel-opacity has-magenta-background-color has-background\"\/>\n\n\n\n<div style=\"padding-bottom:32px; padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h2 class=\"wp-block-heading has-text-align-center is-style-default\" id=\"ai-in-organizational-settings\">Agenda<\/h2>\n\n\n\n<div style=\"height:30px\" 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:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Weili_BG-150x150.png\" alt=\"Weili Shi | Microsoft Research Forum\" class=\"wp-image-1169775\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Weili_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Weili_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Weili_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Weili_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/weilishi\/\" type=\"person\" id=\"44013\">Weili Shi<\/a><br>Senior Creative Technologist<br><em>Microsoft Research AI Frontiers<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/MRF_HarkiratBehl_BG-150x150.png\" alt=\"Harkirat Behl\" class=\"wp-image-1170590\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/MRF_HarkiratBehl_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/MRF_HarkiratBehl_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/MRF_HarkiratBehl_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/MRF_HarkiratBehl_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/hbehl\/\" type=\"person\" id=\"41548\">Harkirat Behl<\/a><br>Principal Researcher<br><em>Microsoft Research AI Frontiers<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_MozannarHussein_BG-150x150.png\" alt=\"Mozannar Hussein | Microsoft Research Forum\" class=\"wp-image-1169802\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_MozannarHussein_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_MozannarHussein_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_MozannarHussein_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_MozannarHussein_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/hmozannar\/\" type=\"person\" id=\"43671\">Hussein Mozannar<\/a><br>Senior Researcher<br><em>Microsoft Research AI Frontiers<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:54%\">\n<p><sub>TALK | NEW TOOLS OUT OF THE LAB<\/sub><\/p>\n\n\n\n<p><strong>MagenticLite is here: A full-stack agentic experience powered by Small Models (Fara 1.5 and MagenticBrain)<\/strong><\/p>\n\n\n\n<p>What if you could run a capable AI agent without leaning on frontier-scale models? MagenticLite is the next generation of Magentic-UI, an agentic experience reimagined and optimized for small language models. It works across both your browser and your local file system in a single workflow, keeping you in the driver&#8217;s seat at every step. In this session, we&#8217;ll demo MagenticLite in action and deep dive into the two models powering it: MagenticBrain for planning, coding, and delegation, and Fara-1.5-9B for browser use.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fara1.5 and MagenticBrain coming soon to Microsoft Foundry<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/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:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Peli-de-Halleux_BG-150x150.png\" alt=\"Peli de Halleux | Microsoft Research Forum\" class=\"wp-image-1169776\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Peli-de-Halleux_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Peli-de-Halleux_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Peli-de-Halleux_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Peli-de-Halleux_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jhalleux\/\" type=\"person\" id=\"32253\">Peli de Halleux<\/a><br>Agentic Engineer<br><em>Microsoft Research Redmond<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:54%\">\n<p><sub>TALK | NEW ADVANCEMENT OUT OF THE LAB<\/sub><\/p>\n\n\n\n<p><strong>Introducing GitHub Agentic Workflows: AI that runs your repo<\/strong><\/p>\n\n\n\n<p>What if your repo could run itself? GitHub Agentic Workflows bring AI agents directly into repository automation, enabling tasks to run end-to-end inside GitHub Actions. With built-in guardrails and Microsoft-hosted models on Azure, this system introduces a safe, scalable way to automate development workflows using intent-driven AI.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.github.com\/gh-aw\/\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub Agentic Workflows<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\">\n<p><\/p>\n<\/div>\n<\/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:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_AmitSharma_BG-150x150.png\" alt=\"Amit Sharma | Microsoft Research Forum\" class=\"wp-image-1169779\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_AmitSharma_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_AmitSharma_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_AmitSharma_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_AmitSharma_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/amshar\/\" type=\"person\" id=\"30997\">Amit Sharma<\/a><br>Principal Researcher<br><em>Microsoft Research India<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:54%\">\n<p><sub>TALK | OPEN RESEARCH EXPLORATION<\/sub><\/p>\n\n\n\n<p><strong>Introducing Interwhen: Steering reasoning agents with real-time verification<\/strong><\/p>\n\n\n\n<p>What if AI agents could check their work as they go? This verification method extracts verifiable properties from natural language and evaluates them using symbolic or model-based verifiers. Interwhen, a new open-source library, enables real-time verification of each step, helping agents act more safely and reliably in complex, real-world tasks.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/interwhen-a-generalizable-framework-for-verifiable-reasoning-with-test-time-monitors\/\" type=\"msr-research-item\" id=\"1161698\">interwhen: A Generalizable Framework for Verifiable Reasoning with Test-time Monitors<\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/github.com\/microsoft\/interwhen\" type=\"msr-tool\" id=\"1163761\" target=\"_blank\" rel=\"noopener noreferrer\">interwhen on GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\">\n<p><\/p>\n<\/div>\n<\/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:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_CarlesDomingoEnrich_BG-150x150.png\" alt=\"Carles Domingo Enrich | Microsoft Research Forum\" class=\"wp-image-1169778\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_CarlesDomingoEnrich_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_CarlesDomingoEnrich_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_CarlesDomingoEnrich_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_CarlesDomingoEnrich_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/carlesd\/\" type=\"person\" id=\"43632\">Carles Domingo-Enrich<br><\/a>Senior Researcher <br><em>Microsoft Research New England<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:54%\">\n<p><sub>TALK | MISSION ON AI<\/sub><\/p>\n\n\n\n<p><strong>New fine-tuning of language models: Match meaning, not tokens<\/strong><\/p>\n\n\n\n<p>Language models are usually trained to predict the next word, but that does not always lead to the best overall answers. We introduce energy-based fine-tuning, a new method that trains models to produce better full responses, leading to stronger results without the need for complex reward models or verifiers.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/matching-features-not-tokens-energy-based-fine-tuning-of-language-models\/\" type=\"msr-research-item\" id=\"1163846\">Matching Features, Not Tokens: Energy-Based Fine-Tuning of Language Models<\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/sjelassi\/ebft_openrlhf\" type=\"link\" id=\"https:\/\/github.com\/sjelassi\/ebft_openrlhf\" target=\"_blank\" rel=\"noopener noreferrer\">Access code on GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\">\n<p><\/p>\n<\/div>\n<\/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:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_DavidRothschild_BG-150x150.png\" alt=\"David Rothschild | Microsoft Research Forum\" class=\"wp-image-1169777\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_DavidRothschild_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_DavidRothschild_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_DavidRothschild_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_DavidRothschild_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/davidmr\/\" type=\"person\" id=\"31566\">David Rothschild<\/a><br>Economist<br><em>Microsoft Research New York City<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:54%\">\n<p><sub>TALK | AI FOR ALL<\/sub><\/p>\n\n\n\n<p><strong>Guiding the AI disruption to the Good Place<\/strong><\/p>\n\n\n\n<p>The true impact of AI does not lie in how well it takes tests or surfs the web, but in how effectively it teaches, coordinates, and operates in a web built for agents rather than humans. We anticipate the augmentation of workflows for AI, reduced communication frictions, and the rise of AI-powered intermediaries that better align markets with human goals. Our research examines how to guide this transition toward open, innovation-driven ecosystems, so that AI\u2019s inevitable advance delivers broad-based welfare gains rather than locking society into narrow, walled gardens.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/cacm.acm.org\/opinion\/the-agentic-economy\/\" type=\"link\" id=\"https:\/\/cacm.acm.org\/opinion\/the-agentic-economy\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Agentic Economy<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.nber.org\/system\/files\/chapters\/c15310\/c15310.pdf\" type=\"link\" id=\"https:\/\/www.nber.org\/system\/files\/chapters\/c15310\/c15310.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Economists can help ensure the AI disruption brings society to the good place<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/magentic-marketplace-an-open-source-environment-for-studying-agentic-markets\/\" type=\"msr-research-item\" id=\"1154211\">Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets<\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/2603.25893\" type=\"link\" id=\"https:\/\/arxiv.org\/abs\/2603.25893\" target=\"_blank\" rel=\"noopener noreferrer\">Agentic Markets: Equilibrium Effects of Improving Consumer Search<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\">\n<p><\/p>\n<\/div>\n<\/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:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:12%\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_YashLara_BG-150x150.png\" alt=\"Yash Lara | Microsoft Research Forum\" class=\"wp-image-1169774\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_YashLara_BG-150x150.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_YashLara_BG-300x300.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_YashLara_BG-180x180.png 180w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_YashLara_BG.png 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/yashlara\/\" type=\"person\" id=\"43341\">Yash Lara<\/a><br>Senior Technical PM<br><em><em>Microsoft Research AI Frontiers<\/em><\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:54%\">\n<p><\/p>\n\n\n\n<p><strong>Host<\/strong><\/p>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\">\n<p><\/p>\n<\/div>\n<\/div>\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-16018d1d 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=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">Register now<\/a><\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:64px; padding-top:64px\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h2 class=\"wp-block-heading has-text-align-center\" id=\"explore-more-about-microsoft-research\">Explore more about Microsoft Research<\/h2>\t\t<\/div>\n\t<\/div>\n\n\t<img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"600\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2.png\" class=\"wp-block-msr-immersive-section__background-image\" alt=\"background pattern\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2.png 1600w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2-300x113.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2-1024x384.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2-768x288.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2-1536x576.png 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2-240x90.png 240w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/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<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-07f22b3da697602d0fa22f1a7ecde984\" id=\"microsoft-research-forum\">Microsoft Research Forum<\/h2>\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-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">Register for the series<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/event-code-of-conduct\/\">Event Code of Conduct<\/a><\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"600\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720.jpg\" class=\"wp-block-msr-immersive-section__background-image\" alt=\"dark blue watercolor background\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720.jpg 1920w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720-300x113.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720-1024x384.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720-768x288.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720-1536x576.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720-1600x600.jpg 1600w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720-240x90.jpg 240w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/div>\n\n\n\n\n\n<p><\/p>\n\n\n\n\n\n<p><\/p>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"event-code-of-conduct\">Event Code of Conduct<\/h2>\n\n\n\n<p>By participating in Microsoft Research Forum, you agree to adhere to and abide by the Microsoft Event Code of Conduct.&nbsp;<\/p>\n\n\n\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes all Microsoft events and gatherings, including on digital platforms and in person, where we seek to create a respectful, friendly, enjoyable, and inclusive experience for all participants.<\/p>\n\n\n\n<p>We expect all event participants to uphold the principles of this Code of Conduct. The Code of Conduct applies to all aspects of the main event and any related activities, whether digital or in person. Microsoft does not tolerate the following in any aspect of the event program, including business and social activities:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Behavior that is disruptive, disrespectful, or degrading to others, including any messages, images, or interactions by anyone, in any form, regardless of location.<\/li>\n\n\n\n<li>Harassment or discrimination based on age, ancestry, color, gender identity or expression, national origin, physical or mental disability, religion, sexual orientation, or any other characteristic protected by applicable local laws, regulations, and ordinances.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, the nearest event staff, or contact the Microsoft Research Forum Support Team at&nbsp;<a href=\"mailto:msresearchforum@microsoft.com\" rel=\"noreferrer noopener\" target=\"_blank\">msresearchforum@microsoft.com<\/a>.&nbsp;<\/p>\n\n\n\n<p>We also encourage everyone to contact Microsoft\u2019s Business Conduct Hotline at any time if you feel anything or anyone is not following this Code of Conduct or is inconsistent with Microsoft\u2019s culture.<\/p>\n\n\n\n<p>The Hotline is available regardless of whether you are a Microsoft employee and can be reached at&nbsp;<a href=\"mailto:buscond@microsoft.com\" rel=\"noreferrer noopener\" target=\"_blank\">buscond@microsoft.com<\/a>&nbsp;or +1 (877) 320-MSFT, or call collect outside the United States at +1 (720) 904-6844. Microsoft employees can also report any concerns to their Microsoft Manager.<\/p>\n\n\n\n<p>Microsoft reserves the right to refuse admittance to or remove any person from a Microsoft event at any time at its sole discretion.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"general\">General<\/h2>\n\n\n\n\n\n<p>Microsoft Research Forum is an ongoing series of virtual episodes that happen 2-4 times a year. New episodes will be announced on our website, on social media and through our mailing list to registered attendees.<\/p>\n\n\n\n<p>You can explore past episodes on the Microsoft Research Forum website in the&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/past-episodes\/\">session catalog<\/a>&nbsp;or on&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.youtube.com\/playlist?list=PLD7HFcN7LXRdfleHAlclrgayjslULy8sO\" target=\"_blank\" rel=\"noopener noreferrer\">YouTube<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n\n\n\n\n\n<p>Research Forum is a series of virtual episodes combining pre-recorded talks and live chat discussion.<\/p>\n\n\n\n<p>Each episode will contain a variety of presentations to spotlight top of mind research questions, recent advancements, and societal implications.<\/p>\n\n\n\n<p>During the live events, you will have the opportunity to interact with presenters and fellow attendees via live chat discussions.<\/p>\n\n\n\n<p>Each session will provide additional resources dive deeper into the research, such as the latest publications, project pages, and toolkits.<\/p>\n\n\n\n\n\n<p>This is a free virtual series for anyone interested in attending.<\/p>\n\n\n\n\n\n<p>This event is 100% virtual for the public.<\/p>\n\n\n\n\n\n<p>Yes. Each episode is available on demand after the live event concludes.<\/p>\n\n\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"general\">Registration<\/h2>\n\n\n\n\n\n<p>Go to the&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noopener noreferrer\">registration page<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;and follow the instructions. If you have any difficulty registering, please reach out to the Microsoft Research Forum&nbsp;<a href=\"mailto:msresearchforum@microsoft.com\" type=\"mailto\" id=\"mailto:msresearchforum@microsoft.com\">support team<\/a>.<\/p>\n\n\n\n\n\n<p>Registration is not required to attend. We announce new episodes during various moments throughout the year. By registering for the series, we will keep you informed when a new episode has been scheduled to air and invite you to attend.<\/p>\n\n\n\n\n\n<p>No, once you have registered for Microsoft Research Forum, you automatically have access to all future episodes. You will receive an email reminder prior to each episode.<\/p>\n\n\n\n\n\n<p>We do not issue certificates for participating in this series.<\/p>\n\n\n\n\n\n<p>We encourage all attendees, including Microsoft employees, to register to stay informed of the latest content.<\/p>\n\n\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"general\">Viewing the series<\/h2>\n\n\n\n\n\n<p>You can watch episodes directly from the&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/\">main page<\/a>&nbsp;by clicking on the video play button.<\/p>\n\n\n\n<p>Ten minutes before the episode start time, the video player and chat module will become active. Shortly after the end of the episode, these modules will disappear.<\/p>\n\n\n\n<p>If you are logged in more than 30 mins prior to the start time, you may need to refresh your browser prior to the episode start to view the player.<\/p>\n\n\n\n\n\n<p>Each episode is available on demand after the live event. The chat history that took place during the live event will not be available on-demand.<\/p>\n\n\n\n\n\n<p>Yes, you can. We encourage you to invite them to <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noopener noreferrer\">register for the series<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> so they can also participate in future episodes and stay up to date on the latest research breakthroughs.<\/p>\n\n\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"general\">Live Q&A chat<\/h2>\n\n\n\n\n\n<p>Yes, each episode includes a live chat that allows you to engage with speakers and other attendees. Many of the speakers join their session live and answer participant questions during the live stream.<\/p>\n\n\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"general\">Code of Conduct<\/h2>\n\n\n\n\n\n<p>By participating in Microsoft Research Forum, you agree to adhere to and abide by the Microsoft Event Code of Conduct.&nbsp;<\/p>\n\n\n\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes all Microsoft events and gatherings, including on digital platforms and in person, where we seek to create a respectful, friendly, enjoyable, and inclusive experience for all participants.<\/p>\n\n\n\n<p>We expect all event participants to uphold the principles of this Code of Conduct. The Code of Conduct applies to all aspects of the main event and any related activities, whether digital or in person. Microsoft does not tolerate the following in any aspect of the event program, including business and social activities:<\/p>\n\n\n\n<p>\u2022 Behavior that is disruptive, disrespectful, or degrading to others, including any messages, images, or interactions by anyone, in any form, regardless of location.<\/p>\n\n\n\n<p>\u2022 Harassment or discrimination based on age, ancestry, color, gender identity or expression, national origin, physical or mental disability, religion, sexual orientation, or any other characteristic protected by applicable local laws, regulations, and ordinances.&nbsp;<\/p>\n\n\n\n<p>We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, the nearest event staff, or contact the Microsoft Research Forum Support Team at&nbsp;<a href=\"mailto:msresearchforum@microsoft.com\" type=\"mailto\" id=\"mailto:msresearchforum@microsoft.com\">msresearchforum@microsoft.com<\/a>.&nbsp;<\/p>\n\n\n\n<p>We also encourage everyone to contact Microsoft\u2019s Business Conduct Hotline at any time if you feel anything or anyone is not following this Code of Conduct or is inconsistent with Microsoft\u2019s culture.<\/p>\n\n\n\n<p>The Hotline is available regardless of whether you are a Microsoft employee and can be reached at&nbsp;<a href=\"mailto:buscond@microsoft.com\">buscond@microsoft.com<\/a>&nbsp;or +1 (877) 320-MSFT, or call collect outside the United States at +1 (720) 904-6844. Microsoft employees can also report any concerns to their Microsoft Manager.<\/p>\n\n\n\n<p>Microsoft reserves the right to refuse admittance to or remove any person from a Microsoft event at any time at its sole discretion.<\/p>\n\n\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"general\">Accessibility<\/h2>\n\n\n\n\n\n<p>Microsoft strives to create experiences that are accessible and welcoming to everyone. We are committed to engaging with attendees to determine effective and reasonable accommodations, adjustments, or modifications that allow our attendees with disabilities to participate in our events.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Video<\/th><th><\/th><\/tr><\/thead><tbody><tr><td>Video player closed caption options<\/td><td>Automatic captions are available in Arabic, Bengali, Bulgarian, Czech, Danish, Dutch, English, French, Farsi, Filipino, Finnish, Georgian, German, Greek, Gujarati, Hebrew, Hindi, Hungarian, Indonesian, Italian, Japanese, Kannada, Korean, Latvian, Lithuanian, Malayalam, Marathi, Norwegian, Polish, Portuguese, Punjabi, Romanian, Russian, Slovak, Spanish, Swedish, Tamil, Telugu, Thai, Turkish, Ukrainian, and Vietnamese. If there are multiple language audio tracks on a video, the automatic captions will be in the default language.<br><br>YouTube has additional video languages available for manual translation.<br><br>To learn more about closed captions, visit:&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.w3.org\/TR\/WCAG21\/\" target=\"_blank\" rel=\"noopener noreferrer\">Web Content Accessibility Guidelines.<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/td><\/tr><tr><td>Full screen video player option<\/td><td>Both live and on-demand video players can be launched to be full screen with Play, Pause, and Closed Caption options.<\/td><\/tr><tr><td>Volume control<\/td><td>The video player volume can be adjusted using the Player volume control or the Up and Down arrows on a keyboard.<\/td><\/tr><tr><td>Keyboard input<\/td><td>The following keyboard shortcuts can be used to navigate the video player:\u202f<br><strong>Play or Pause<\/strong>: \u202fK or Space bar<br><strong>Forward<\/strong>:\u202f L&nbsp;<br><strong>Rewind<\/strong>: J\u202f&nbsp;<br><strong>Speed up playback<\/strong>: Shift + ><br><strong>Mute and Unmute<\/strong>: \u202fM&nbsp;<br><strong>Increase volume<\/strong>: Up arrow<br><strong>Decrease volume<\/strong>: Down arrow<br><strong>Launch player full Screen<\/strong>:\u202f F\u202f&nbsp;<br><strong>Open closed captions (cc)<\/strong>:\u202f C\u202f&nbsp;<br><strong>Move focus to the next element<\/strong>: Tab<br><br>To view all YouTube keyboard shortcuts, visit: <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/support.google.com\/youtube\/answer\/7631406?hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">Keyboard shortcuts for YouTube \u2013 YouTube Help<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/td><\/tr><tr><td>Transcripts<\/td><td>Text transcripts are available for all sessions and are included on the on-demand video presentation pages.<\/td><\/tr><tr><td>Accessibility support<\/td><td>To learn more about Microsoft accessibility holistically, please visit:&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/accessibility\/\" target=\"_blank\" rel=\"noreferrer noopener\">Accessibility Technology & Tools<\/a>. <br>For additional support, please visit:&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/Accessibility\/disability-answer-desk?activetab=contact-pivot%3aprimaryr9\" target=\"_blank\" rel=\"noreferrer noopener\">Disability Answer Desk Support<\/a>.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"mailto:msresearchforum@microsoft.com\">Need more help?<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Research Forum is a virtual series showcasing research with real-world impact, from fundamental exploration to responsible AI, scaling innovation through products and open source, and supporting positive change in society. By participating in Microsoft Research Forum, you agree to adhere to and abide by the Microsoft Event Code of Conduct.&nbsp; Microsoft\u2019s mission is to [&hellip;]<\/p>\n","protected":false},"featured_media":1140357,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2025-02-25","msr_enddate":"2025-02-25","msr_location":"Virtual","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"https:\/\/register.researchforum.microsoft.com\/","msr_event_link_redirect":false,"msr_event_time":"","msr_hide_region":false,"msr_private_event":false,"msr_hide_image_in_river":null,"footnotes":""},"research-area":[13556,13553],"msr-region":[],"msr-event-type":[197944],"msr-video-type":[268311],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[269148,269142],"msr-impact-theme":[],"class_list":["post-1140163","msr-event","type-msr-event","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-medical-health-genomics","msr-event-type-hosted-by-microsoft","msr-video-type-microsoft-research-forum","msr-locale-en_us","msr-post-option-approved-for-river","msr-post-option-include-in-river"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"Microsoft Research Forum\",\"useAlternateHeader\":true} -->\n<!-- wp:cover {\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-1024x384.jpg\",\"id\":1147621,\"alt\":\"Research Forum | Episode 5 - abstract background with colorful hexagons\",\"dimRatio\":0,\"overlayColor\":\"purple\",\"isUserOverlayColor\":true,\"minHeight\":25,\"minHeightUnit\":\"vw\",\"isDark\":false,\"templateLock\":false,\"sizeSlug\":\"large\",\"style\":{\"elements\":{\"link\":{\"color\":{\"text\":\"var:preset|color|white\"}}}},\"textColor\":\"white\",\"layout\":{\"type\":\"constrained\",\"contentSize\":\"1388px\"}} -->\n<div class=\"wp-block-cover is-light has-white-color has-text-color has-link-color\" style=\"min-height:25vw\"><img class=\"wp-block-cover__image-background wp-image-1147621 size-large\" alt=\"Research Forum | Episode 5 - abstract background with colorful hexagons\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/08\/Research-Forum_header_1920x720-final-1024x384.jpg\" data-object-fit=\"cover\"\/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-purple-background-color has-background-dim-0 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container\"><!-- wp:paragraph {\"placeholder\":\"Event Date\"} -->\n<p><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:heading {\"level\":1,\"placeholder\":\"Microsoft Research Forum\",\"style\":{\"elements\":{\"link\":{\"color\":{\"text\":\"var:preset|color|black\"}}}},\"textColor\":\"black\"} -->\n<h1 class=\"wp-block-heading has-black-color has-text-color has-link-color\" id=\"microsoft-research-forum\">Microsoft Research Forum<\/h1>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"placeholder\":\"Location: Virtual\",\"style\":{\"elements\":{\"link\":{\"color\":{\"text\":\"var:preset|color|black\"}}}},\"textColor\":\"black\"} -->\n<p class=\"has-black-color has-text-color has-link-color\">Location: Virtual<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button -->\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">Register for the series<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons --><\/div><\/div>\n<!-- \/wp:cover -->\n<!-- \/wp:msr\/event-details -->\n\n<!-- wp:msr\/content-tabs -->\n<!-- wp:msr\/content-tab -->\n<!-- wp:paragraph -->\n<p>Microsoft Research Forum is a virtual series showcasing research with real-world impact, from fundamental exploration to responsible AI, scaling innovation through products and open source, and supporting positive change in society.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:msr-block-library\/youtube-stream {\"youtubeId\":\"lyQ_Q0h9bYU\"} \/-->\n\n<!-- wp:separator {\"backgroundColor\":\"magenta\"} -->\n<hr class=\"wp-block-separator has-text-color has-magenta-color has-alpha-channel-opacity has-magenta-background-color has-background\"\/>\n<!-- \/wp:separator -->\n\n<!-- wp:msr\/immersive-section {\"mediaType\":\"\",\"mediaMime\":\"\",\"verticalPadding\":\"32px\"} -->\n<!-- wp:heading {\"textAlign\":\"center\",\"className\":\"is-style-default\"} -->\n<h2 class=\"wp-block-heading has-text-align-center is-style-default\" id=\"ai-in-organizational-settings\">Agenda<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169775,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Weili_BG-150x150.png\" alt=\"Weili Shi | Microsoft Research Forum\" class=\"wp-image-1169775\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/weilishi\/\" type=\"person\" id=\"44013\">Weili Shi<\/a><br>Senior Creative Technologist<br><em>Microsoft Research AI Frontiers<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1170590,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/05\/MRF_HarkiratBehl_BG-150x150.png\" alt=\"Harkirat Behl\" class=\"wp-image-1170590\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/hbehl\/\" type=\"person\" id=\"41548\">Harkirat Behl<\/a><br>Principal Researcher<br><em>Microsoft Research AI Frontiers<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169802,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_MozannarHussein_BG-150x150.png\" alt=\"Mozannar Hussein | Microsoft Research Forum\" class=\"wp-image-1169802\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/hmozannar\/\" type=\"person\" id=\"43671\">Hussein Mozannar<\/a><br>Senior Researcher<br><em>Microsoft Research AI Frontiers<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"54%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:54%\"><!-- wp:paragraph -->\n<p><sub>TALK | NEW TOOLS OUT OF THE LAB<\/sub><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>MagenticLite is here: A full-stack agentic experience powered by Small Models (Fara 1.5 and MagenticBrain)<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>What if you could run a capable AI agent without leaning on frontier-scale models? MagenticLite is the next generation of Magentic-UI, an agentic experience reimagined and optimized for small language models. It works across both your browser and your local file system in a single workflow, keeping you in the driver's seat at every step. In this session, we'll demo MagenticLite in action and deep dive into the two models powering it: MagenticBrain for planning, coding, and delegation, and Fara-1.5-9B for browser use.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Fara1.5 and MagenticBrain coming soon to Microsoft Foundry<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"10%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:10%\"><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169776,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_Peli-de-Halleux_BG-150x150.png\" alt=\"Peli de Halleux | Microsoft Research Forum\" class=\"wp-image-1169776\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/jhalleux\/\" type=\"person\" id=\"32253\">Peli de Halleux<\/a><br>Agentic Engineer<br><em>Microsoft Research Redmond<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"54%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:54%\"><!-- wp:paragraph -->\n<p><sub>TALK | NEW ADVANCEMENT OUT OF THE LAB<\/sub><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Introducing GitHub Agentic Workflows: AI that runs your repo<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>What if your repo could run itself? GitHub Agentic Workflows bring AI agents directly into repository automation, enabling tasks to run end-to-end inside GitHub Actions. With built-in guardrails and Microsoft-hosted models on Azure, this system introduces a safe, scalable way to automate development workflows using intent-driven AI.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><a href=\"https:\/\/github.github.com\/gh-aw\/\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub Agentic Workflows<\/a><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"10%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:10%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169779,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_AmitSharma_BG-150x150.png\" alt=\"Amit Sharma | Microsoft Research Forum\" class=\"wp-image-1169779\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/amshar\/\" type=\"person\" id=\"30997\">Amit Sharma<\/a><br>Principal Researcher<br><em>Microsoft Research India<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"54%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:54%\"><!-- wp:paragraph -->\n<p><sub>TALK | OPEN RESEARCH EXPLORATION<\/sub><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Introducing Interwhen: Steering reasoning agents with real-time verification<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>What if AI agents could check their work as they go? This verification method extracts verifiable properties from natural language and evaluates them using symbolic or model-based verifiers. Interwhen, a new open-source library, enables real-time verification of each step, helping agents act more safely and reliably in complex, real-world tasks.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/interwhen-a-generalizable-framework-for-verifiable-reasoning-with-test-time-monitors\/\" type=\"msr-research-item\" id=\"1161698\">interwhen: A Generalizable Framework for Verifiable Reasoning with Test-time Monitors<\/a><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"http:\/\/github.com\/microsoft\/interwhen\" type=\"msr-tool\" id=\"1163761\" target=\"_blank\" rel=\"noreferrer noopener\">interwhen on GitHub<\/a><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"10%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:10%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169778,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_CarlesDomingoEnrich_BG-150x150.png\" alt=\"Carles Domingo Enrich | Microsoft Research Forum\" class=\"wp-image-1169778\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/carlesd\/\" type=\"person\" id=\"43632\">Carles Domingo-Enrich<br><\/a>Senior Researcher <br><em>Microsoft Research New England<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"54%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:54%\"><!-- wp:paragraph -->\n<p><sub>TALK | MISSION ON AI<\/sub><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>New fine-tuning of language models: Match meaning, not tokens<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Language models are usually trained to predict the next word, but that does not always lead to the best overall answers. We introduce energy-based fine-tuning, a new method that trains models to produce better full responses, leading to stronger results without the need for complex reward models or verifiers.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/matching-features-not-tokens-energy-based-fine-tuning-of-language-models\/\" type=\"msr-research-item\" id=\"1163846\">Matching Features, Not Tokens: Energy-Based Fine-Tuning of Language Models<\/a><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/github.com\/sjelassi\/ebft_openrlhf\" type=\"link\" id=\"https:\/\/github.com\/sjelassi\/ebft_openrlhf\" target=\"_blank\" rel=\"noreferrer noopener\">Access code on GitHub<\/a><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"10%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:10%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169777,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_DavidRothschild_BG-150x150.png\" alt=\"David Rothschild | Microsoft Research Forum\" class=\"wp-image-1169777\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/davidmr\/\" type=\"person\" id=\"31566\">David Rothschild<\/a><br>Economist<br><em>Microsoft Research New York City<\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"54%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:54%\"><!-- wp:paragraph -->\n<p><sub>TALK | AI FOR ALL<\/sub><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Guiding the AI disruption to the Good Place<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The true impact of AI does not lie in how well it takes tests or surfs the web, but in how effectively it teaches, coordinates, and operates in a web built for agents rather than humans. We anticipate the augmentation of workflows for AI, reduced communication frictions, and the rise of AI-powered intermediaries that better align markets with human goals. Our research examines how to guide this transition toward open, innovation-driven ecosystems, so that AI\u2019s inevitable advance delivers broad-based welfare gains rather than locking society into narrow, walled gardens.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><a href=\"https:\/\/cacm.acm.org\/opinion\/the-agentic-economy\/\" type=\"link\" id=\"https:\/\/cacm.acm.org\/opinion\/the-agentic-economy\/\" target=\"_blank\" rel=\"noreferrer noopener\">The Agentic Economy<\/a><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/www.nber.org\/system\/files\/chapters\/c15310\/c15310.pdf\" type=\"link\" id=\"https:\/\/www.nber.org\/system\/files\/chapters\/c15310\/c15310.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Economists can help ensure the AI disruption brings society to the good place<\/a><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/magentic-marketplace-an-open-source-environment-for-studying-agentic-markets\/\" type=\"msr-research-item\" id=\"1154211\">Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets<\/a><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/arxiv.org\/abs\/2603.25893\" type=\"link\" id=\"https:\/\/arxiv.org\/abs\/2603.25893\" target=\"_blank\" rel=\"noreferrer noopener\">Agentic Markets: Equilibrium Effects of Improving Consumer Search<\/a><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"10%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:10%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"12%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:12%\"><!-- wp:image {\"id\":1169774,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"none\",\"align\":\"center\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><img src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/11\/MRF_YashLara_BG-150x150.png\" alt=\"Yash Lara | Microsoft Research Forum\" class=\"wp-image-1169774\"\/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/yashlara\/\" type=\"person\" id=\"43341\">Yash Lara<\/a><br>Senior Technical PM<br><em><em>Microsoft Research AI Frontiers<\/em><\/em><\/figcaption><\/figure>\n<!-- \/wp:image --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"54%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:54%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Host<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"width\":\"10%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:10%\"><!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:buttons {\"layout\":{\"type\":\"flex\",\"justifyContent\":\"center\"}} -->\n<div class=\"wp-block-buttons\"><!-- wp:button {\"className\":\"is-style-fill\"} -->\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">Register now<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n<!-- \/wp:msr\/immersive-section -->\n\n<!-- wp:msr\/immersive-section {\"mediaId\":1141215,\"mediaUrl\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/06\/forum-background_1600x600_2.png\",\"mediaHeight\":600,\"mediaWidth\":1600,\"mediaType\":\"image\",\"mediaMime\":\"image\/png\"} -->\n<!-- wp:heading {\"textAlign\":\"center\"} -->\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"explore-more-about-microsoft-research\">Explore more about Microsoft Research<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:msr\/cards {\"hasTitle\":false} -->\n<!-- wp:msr\/cards-card {\"selection\":\"manual\",\"title\":\"Microsoft at CHI 2026\",\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/chi-2026\/\",\"image\":{\"id\":1139120,\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/03\/CHI_header_1920x720-300x113.png\"},\"description\":\"\\u003cp\\u003eExplore our contributions.\\u003c\/p\\u003e\"} \/-->\n\n<!-- wp:msr\/cards-card {\"selection\":\"manual\",\"title\":\"Explore careers in research\",\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/careers\/\",\"image\":{\"id\":1136893,\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Forum-explore-Careers_16-9-300x169.jpg\"},\"description\":\"\\u003cp\\u003eJoin a brilliant team of researchers and engineers working to solve technology\u2019s most exciting challenges.\\u003c\/p\\u003e\"} \/-->\n\n<!-- wp:msr\/cards-card {\"selection\":\"manual\",\"title\":\"Microsoft Research Blog\",\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/\",\"image\":{\"id\":1136892,\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/Forum-explore-MSR-Blog_16-9-300x169.png\"},\"description\":\"\\u003cp\\u003eThe latest news and insights from Microsoft Research, covering topics such as AI, data science, machine learning, human-computer interaction, and more.\\u003c\/p\\u003e\"} \/-->\n\n<!-- wp:msr\/cards-card {\"selection\":\"manual\",\"title\":\"Microsoft at ICLR 2026\",\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/iclr-2026\/\",\"image\":{\"id\":1163127,\"url\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/SiteCard_ICLR26_1400x788-300x165.png\"},\"description\":\"\\u003cp\\u003eExplore our contributions.\\u003c\/p\\u003e\"} \/-->\n<!-- \/wp:msr\/cards -->\n<!-- \/wp:msr\/immersive-section -->\n\n<!-- wp:msr\/immersive-section {\"mediaId\":1137103,\"mediaUrl\":\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/04\/MRF_MCR_LowerPromoBanner_1920x720.jpg\",\"mediaHeight\":720,\"mediaWidth\":1920,\"mediaType\":\"image\",\"mediaMime\":\"image\/jpeg\",\"verticalPadding\":\"32px\",\"innerWidth\":\"narrow\"} -->\n<!-- wp:heading {\"textAlign\":\"center\",\"style\":{\"elements\":{\"link\":{\"color\":{\"text\":\"var:preset|color|white\"}}}},\"textColor\":\"white\"} -->\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color\" id=\"microsoft-research-forum\">Microsoft Research Forum<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:buttons {\"layout\":{\"type\":\"flex\",\"justifyContent\":\"center\"}} -->\n<div class=\"wp-block-buttons\"><!-- wp:button -->\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">Register for the series<\/a><\/div>\n<!-- \/wp:button -->\n\n<!-- wp:button -->\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/event-code-of-conduct\/\">Event Code of Conduct<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n<!-- \/wp:msr\/immersive-section -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Past episodes\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:msr\/faceted-search {\"section\":\"research-forum\"} \/-->\n\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p><\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Event Code of Conduct\",\"visible\":false} -->\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"event-code-of-conduct\">Event Code of Conduct<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>By participating in Microsoft Research Forum, you agree to adhere to and abide by the Microsoft Event Code of Conduct.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes all Microsoft events and gatherings, including on digital platforms and in person, where we seek to create a respectful, friendly, enjoyable, and inclusive experience for all participants.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We expect all event participants to uphold the principles of this Code of Conduct. The Code of Conduct applies to all aspects of the main event and any related activities, whether digital or in person. Microsoft does not tolerate the following in any aspect of the event program, including business and social activities:<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Behavior that is disruptive, disrespectful, or degrading to others, including any messages, images, or interactions by anyone, in any form, regardless of location.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Harassment or discrimination based on age, ancestry, color, gender identity or expression, national origin, physical or mental disability, religion, sexual orientation, or any other characteristic protected by applicable local laws, regulations, and ordinances.&nbsp;<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p>We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, the nearest event staff, or contact the Microsoft Research Forum Support Team at&nbsp;<a href=\"mailto:msresearchforum@microsoft.com\" rel=\"noreferrer noopener\" target=\"_blank\">msresearchforum@microsoft.com<\/a>.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We also encourage everyone to contact Microsoft\u2019s Business Conduct Hotline at any time if you feel anything or anyone is not following this Code of Conduct or is inconsistent with Microsoft\u2019s culture.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The Hotline is available regardless of whether you are a Microsoft employee and can be reached at&nbsp;<a href=\"mailto:buscond@microsoft.com\" rel=\"noreferrer noopener\" target=\"_blank\">buscond@microsoft.com<\/a>&nbsp;or +1 (877) 320-MSFT, or call collect outside the United States at +1 (720) 904-6844. Microsoft employees can also report any concerns to their Microsoft Manager.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Microsoft reserves the right to refuse admittance to or remove any person from a Microsoft event at any time at its sole discretion.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"FAQ\",\"visible\":false} -->\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"general\">General<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"When are Research Forum Episodes?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Microsoft Research Forum is an ongoing series of virtual episodes that happen 2-4 times a year. New episodes will be announced on our website, on social media and through our mailing list to registered attendees.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>You can explore past episodes on the Microsoft Research Forum website in the&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/past-episodes\/\">session catalog<\/a>&nbsp;or on&nbsp;<a href=\"https:\/\/www.youtube.com\/playlist?list=PLD7HFcN7LXRdfleHAlclrgayjslULy8sO\" target=\"_blank\" rel=\"noreferrer noopener\">YouTube<\/a>.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"What types of content and experiences will be at Microsoft Research Forum?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Research Forum is a series of virtual episodes combining pre-recorded talks and live chat discussion.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Each episode will contain a variety of presentations to spotlight top of mind research questions, recent advancements, and societal implications.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>During the live events, you will have the opportunity to interact with presenters and fellow attendees via live chat discussions.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Each session will provide additional resources dive deeper into the research, such as the latest publications, project pages, and toolkits.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"What is the cost of attending Microsoft Research Forum?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>This is a free virtual series for anyone interested in attending.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Is any part of this event in-person?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>This event is 100% virtual for the public.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Are the episodes available to watch after the event?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Yes. Each episode is available on demand after the live event concludes.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"general\">Registration<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"How do I register for Microsoft Research Forum?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Go to the&nbsp;<a href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">registration page<\/a>&nbsp;and follow the instructions. If you have any difficulty registering, please reach out to the Microsoft Research Forum&nbsp;<a href=\"mailto:msresearchforum@microsoft.com\" type=\"mailto\" id=\"mailto:msresearchforum@microsoft.com\">support team<\/a>.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Do I need to register to view content for Microsoft Research Forum?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Registration is not required to attend. We announce new episodes during various moments throughout the year. By registering for the series, we will keep you informed when a new episode has been scheduled to air and invite you to attend.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Do I need to register for each episode separately?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>No, once you have registered for Microsoft Research Forum, you automatically have access to all future episodes. You will receive an email reminder prior to each episode.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Do you provide a certificate or proof of completion indicating my participation in this series?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>We do not issue certificates for participating in this series.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"I am a Microsoft employee. Do I still need to register to attend?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>We encourage all attendees, including Microsoft employees, to register to stay informed of the latest content.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"general\">Viewing the series<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"How do I watch each episode?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>You can watch episodes directly from the&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/event\/microsoft-research-forum\/\">main page<\/a>&nbsp;by clicking on the video play button.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Ten minutes before the episode start time, the video player and chat module will become active. Shortly after the end of the episode, these modules will disappear.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>If you are logged in more than 30 mins prior to the start time, you may need to refresh your browser prior to the episode start to view the player.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Are episodes available to view on-demand?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Each episode is available on demand after the live event. The chat history that took place during the live event will not be available on-demand.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n\n<!-- wp:moray\/accordion-item {\"title\":\"Can I send the episode link to someone else to view the event live?\"} -->\n<!-- wp:paragraph -->\n<p>Yes, you can. We encourage you to invite them to <a href=\"http:\/\/aka.ms\/researchforum-register\" target=\"_blank\" rel=\"noreferrer noopener\">register for the series<\/a> so they can also participate in future episodes and stay up to date on the latest research breakthroughs.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"general\">Live Q&amp;A chat<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"Is there a live Q\\u0026amp;A chat?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Yes, each episode includes a live chat that allows you to engage with speakers and other attendees. Many of the speakers join their session live and answer participant questions during the live stream.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"general\">Code of Conduct<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"What is the Code of Conduct?\"} -->\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>By participating in Microsoft Research Forum, you agree to adhere to and abide by the Microsoft Event Code of Conduct.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes all Microsoft events and gatherings, including on digital platforms and in person, where we seek to create a respectful, friendly, enjoyable, and inclusive experience for all participants.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We expect all event participants to uphold the principles of this Code of Conduct. The Code of Conduct applies to all aspects of the main event and any related activities, whether digital or in person. Microsoft does not tolerate the following in any aspect of the event program, including business and social activities:<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>\u2022 Behavior that is disruptive, disrespectful, or degrading to others, including any messages, images, or interactions by anyone, in any form, regardless of location.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>\u2022 Harassment or discrimination based on age, ancestry, color, gender identity or expression, national origin, physical or mental disability, religion, sexual orientation, or any other characteristic protected by applicable local laws, regulations, and ordinances.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We encourage everyone to assist in creating a welcoming and safe environment. Please report any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, the nearest event staff, or contact the Microsoft Research Forum Support Team at&nbsp;<a href=\"mailto:msresearchforum@microsoft.com\" type=\"mailto\" id=\"mailto:msresearchforum@microsoft.com\">msresearchforum@microsoft.com<\/a>.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We also encourage everyone to contact Microsoft\u2019s Business Conduct Hotline at any time if you feel anything or anyone is not following this Code of Conduct or is inconsistent with Microsoft\u2019s culture.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The Hotline is available regardless of whether you are a Microsoft employee and can be reached at&nbsp;<a href=\"mailto:buscond@microsoft.com\">buscond@microsoft.com<\/a>&nbsp;or +1 (877) 320-MSFT, or call collect outside the United States at +1 (720) 904-6844. Microsoft employees can also report any concerns to their Microsoft Manager.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph {\"placeholder\":\"Write content\u2026\"} -->\n<p>Microsoft reserves the right to refuse admittance to or remove any person from a Microsoft event at any time at its sole discretion.<\/p>\n<!-- \/wp:paragraph -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\" id=\"general\">Accessibility<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:moray\/accordion -->\n<!-- wp:moray\/accordion-item {\"title\":\"What are the accessible options for Microsoft Research Forum?\"} -->\n<!-- wp:paragraph -->\n<p>Microsoft strives to create experiences that are accessible and welcoming to everyone. We are committed to engaging with attendees to determine effective and reasonable accommodations, adjustments, or modifications that allow our attendees with disabilities to participate in our events.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:table {\"hasFixedLayout\":false} -->\n<figure class=\"wp-block-table\"><table><thead><tr><th>Video<\/th><th><\/th><\/tr><\/thead><tbody><tr><td>Video player closed caption options<\/td><td>Automatic captions are available in Arabic, Bengali, Bulgarian, Czech, Danish, Dutch, English, French, Farsi, Filipino, Finnish, Georgian, German, Greek, Gujarati, Hebrew, Hindi, Hungarian, Indonesian, Italian, Japanese, Kannada, Korean, Latvian, Lithuanian, Malayalam, Marathi, Norwegian, Polish, Portuguese, Punjabi, Romanian, Russian, Slovak, Spanish, Swedish, Tamil, Telugu, Thai, Turkish, Ukrainian, and Vietnamese. If there are multiple language audio tracks on a video, the automatic captions will be in the default language.<br><br>YouTube has additional video languages available for manual translation.<br><br>To learn more about closed captions, visit:&nbsp;<a href=\"https:\/\/www.w3.org\/TR\/WCAG21\/\" target=\"_blank\" rel=\"noreferrer noopener\">Web Content Accessibility Guidelines.<\/a><\/td><\/tr><tr><td>Full screen video player option<\/td><td>Both live and on-demand video players can be launched to be full screen with Play, Pause, and Closed Caption options.<\/td><\/tr><tr><td>Volume control<\/td><td>The video player volume can be adjusted using the Player volume control or the Up and Down arrows on a keyboard.<\/td><\/tr><tr><td>Keyboard input<\/td><td>The following keyboard shortcuts can be used to navigate the video player:\u202f<br><strong>Play or Pause<\/strong>: \u202fK or Space bar<br><strong>Forward<\/strong>:\u202f L&nbsp;<br><strong>Rewind<\/strong>: J\u202f&nbsp;<br><strong>Speed up playback<\/strong>: Shift + &gt;<br><strong>Mute and Unmute<\/strong>: \u202fM&nbsp;<br><strong>Increase volume<\/strong>: Up arrow<br><strong>Decrease volume<\/strong>: Down arrow<br><strong>Launch player full Screen<\/strong>:\u202f F\u202f&nbsp;<br><strong>Open closed captions (cc)<\/strong>:\u202f C\u202f&nbsp;<br><strong>Move focus to the next element<\/strong>: Tab<br><br>To view all YouTube keyboard shortcuts, visit: <a href=\"https:\/\/support.google.com\/youtube\/answer\/7631406?hl=en\" target=\"_blank\" rel=\"noreferrer noopener\">Keyboard shortcuts for YouTube \u2013 YouTube Help<\/a><\/td><\/tr><tr><td>Transcripts<\/td><td>Text transcripts are available for all sessions and are included on the on-demand video presentation pages.<\/td><\/tr><tr><td>Accessibility support<\/td><td>To learn more about Microsoft accessibility holistically, please visit:&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/accessibility\/\" target=\"_blank\" rel=\"noreferrer noopener\">Accessibility Technology &amp; Tools<\/a>. <br>For additional support, please visit:&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/Accessibility\/disability-answer-desk?activetab=contact-pivot%3aprimaryr9\" target=\"_blank\" rel=\"noreferrer noopener\">Disability Answer Desk Support<\/a>.<\/td><\/tr><\/tbody><\/table><\/figure>\n<!-- \/wp:table -->\n<!-- \/wp:moray\/accordion-item -->\n<!-- \/wp:moray\/accordion -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button -->\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:msresearchforum@microsoft.com\">Need more help?<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n\n<!-- wp:spacer {\"height\":\"30px\"} -->\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n<!-- \/wp:msr\/content-tab -->\n<!-- \/wp:msr\/content-tabs -->","tab-content":[],"msr_startdate":"2025-02-25","msr_enddate":"2025-02-25","msr_event_time":"","msr_location":"Virtual","msr_event_link":"https:\/\/register.researchforum.microsoft.com\/","msr_event_recording_link":"","msr_startdate_formatted":"February 25, 2025","msr_register_text":"Watch now","msr_cta_link":"https:\/\/register.researchforum.microsoft.com\/","msr_cta_text":"Watch now","msr_cta_bi_name":"Event Register","featured_image_thumbnail":"<img width=\"960\" height=\"540\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-960x540.jpg\" class=\"img-object-cover\" alt=\"Research Forum | abstract background with colorful hexagons\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/05\/Research-Forum-hero_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/>","event_excerpt":"Microsoft Research Forum is a virtual series showcasing research with real-world impact, from fundamental exploration to responsible AI, scaling innovation through products and open source, and supporting positive change in society. By participating in Microsoft Research Forum, you agree to adhere to and abide by the Microsoft Event Code of Conduct.&nbsp; Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. 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