Microsoft Research(@MSFTResearch) https://x.com/MSFTResearch We advance science and technology to benefit humanity. -- Powered by xgo.ing en Content belongs to Microsoft Research(@MSFTResearch) Fri, 14 Aug 2026 16:37:32 GMT XGo.ing RSS Generator Microsoft Research 2026-08-14T16:37:32Z en Content belongs to Microsoft Research(@MSFTResearch) Microsoft Research(@MSFTResearch) https://pbs.twimg.com/profile_images/1603123064140890112/bSq-JVnp_normal.png https://x.com/MSFTResearch A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological re... https://x.com/MSFTResearch/status/2087571058559693167 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. <a href='https://msft.it/6011aH02S' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011aH02S</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2087545690247348225/vid/avc1/1200x628/9FgFIyrVaQxTvnf8.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2087571058559693167/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>55</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16172</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>12</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 12 Aug 2026 16:05:00 GMT 2087571058559693167 Microsoft Research (@MSFTResearch) 2026-08-12T16:05:00Z Radiology AI is evolving beyond report generation. CARE-X explores a unified approach that combines ... https://x.com/MSFTResearch/status/2087208699756495213 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Radiology AI is evolving beyond report generation. CARE-X explores a unified approach that combines flexible reasoning, calibrated predictions, and measurement-based tools for chest X-ray interpretation. <a href='https://msft.it/6015aHrqH' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6015aHrqH</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2087208675119149057/vid/avc1/1200x628/DnrI4IwnmMnwtwbg.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2087208699756495213/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>18</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>63</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16956</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>17</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 11 Aug 2026 16:05:07 GMT 2087208699756495213 Microsoft Research (@MSFTResearch) 2026-08-11T16:05:07Z Atlas: Frameworks and tools for designing and deploying human-centered AI systems across diverse cul... https://x.com/MSFTResearch/status/2085276891431289293 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Atlas: Frameworks and tools for designing and deploying human-centered AI systems across diverse cultural contexts. <a href='https://msft.it/6017aEk6D' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6017aEk6D</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>2644</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>2</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 06 Aug 2026 08:08:48 GMT 2085276891431289293 Microsoft Research (@MSFTResearch) 2026-08-06T08:08:48Z Vibhasha: A practical guide for building multilingual and multicultural AI systems that are both lin... https://x.com/MSFTResearch/status/2085276893587132594 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Vibhasha: A practical guide for building multilingual and multicultural AI systems that are both linguistically accurate and culturally relevant <a href='https://msft.it/6018aEk6E' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6018aEk6E</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1666</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>1</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 06 Aug 2026 08:08:48 GMT 2085276893587132594 Microsoft Research (@MSFTResearch) 2026-08-06T08:08:48Z The best AI doesn't just scale, it adapts to the languages, cultures, people and communities it serv... https://x.com/MSFTResearch/status/2085276884384801242 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>The best AI doesn&#39;t just scale, it adapts to the languages, cultures, people and communities it serves. Explore three playbooks created to help teams design, deploy, and evaluate AI systems with inclusivity in mind.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HPBkRmUXkAEct78.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16433</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>10</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 06 Aug 2026 08:08:46 GMT 2085276884384801242 Microsoft Research (@MSFTResearch) 2026-08-06T08:08:46Z Can AI learn pathology through clinical dialogue? Introducing PRISM2, a multimodal foundation model ... https://x.com/MSFTResearch/status/2084616849052831991 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Can AI learn pathology through clinical dialogue? Introducing PRISM2, a multimodal foundation model trained on pathology images and language from real pathology reports. Using simple question-answering, PRISM2 matches specialized cancer-detection systems across several benchmark tasks without requiring a separate model for each task. <a href='https://msft.it/6017aDr1t' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6017aDr1t</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HO4L-dwWQAAT1nk.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>107</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18936</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>25</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 04 Aug 2026 12:26:01 GMT 2084616849052831991 Microsoft Research (@MSFTResearch) 2026-08-04T12:26:01Z Small language models learn to negotiate with SocialRL, PazaBench V2 expands speech AI evaluation ac... https://x.com/MSFTResearch/status/2084392759335534939 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Small language models learn to negotiate with SocialRL, PazaBench V2 expands speech AI evaluation across African languages, and EvoLib helps agents turn experience into knowledge. Plus: new methods for more reliable A/B testing and advances in AI-driven precision oncology. <a href='https://msft.it/6012a8hjI' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6012a8hjI</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2084392638577364992/vid/avc1/1200x626/zqcacuYkzMZlM3Di.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2084392759335534939/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>137</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19077</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>36</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 03 Aug 2026 21:35:34 GMT 2084392759335534939 Microsoft Research (@MSFTResearch) 2026-08-03T21:35:34Z Orchard is an open-source framework for the research community to train and evaluate AI agents acros... https://x.com/MSFTResearch/status/2084364547142418722 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Orchard is an open-source framework for the research community to train and evaluate AI agents across task types. It reduces complexity while supporting strong performance from smaller models by enabling researchers to reuse the same infrastructure. <a href='https://msft.it/6019a8fqP' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6019a8fqP</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2084364520152006656/vid/avc1/1200x628/7rzUliYOYzxTwpjw.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2084364547142418722/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>43</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>258</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>25841</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>75</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 03 Aug 2026 19:43:28 GMT 2084364547142418722 Microsoft Research (@MSFTResearch) 2026-08-03T19:43:28Z Orchard is an open-source framework for the research community to train and evaluate AI agents acros... https://x.com/MSFTResearch/status/2084309571351253460 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Orchard is an open-source framework for the research community to train and evaluate AI agents across task types. It reduces complexity while supporting strong performance from smaller models by enabling researchers to reuse the same infrastructure. <a href='https://msft.it/6016a8Quj' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6016a8Quj</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2084292755451154432/vid/avc1/1200x628/3kmyjboWe0YKmMV6.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2084309571351253460/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>40</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3470</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>11</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 03 Aug 2026 16:05:01 GMT 2084309571351253460 Microsoft Research (@MSFTResearch) 2026-08-03T16:05:01Z Computer-use AI agents struggle with multi-step workflows like email and customer support. Echoverse... https://x.com/MSFTResearch/status/2082877634149531992 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Computer-use AI agents struggle with multi-step workflows like email and customer support. Echoverse trains agents in realistic environments rather than simply providing more training tasks, helping them improve as the tasks, tests, and environments evolve. <a href='https://msft.it/6012a6oLE' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6012a6oLE</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2082848240425127936/vid/avc1/1200x628/Au6t410XMIWC-1XK.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2082877634149531992/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>21</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>121</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>20901</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>33</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 30 Jul 2026 17:15:00 GMT 2082877634149531992 Microsoft Research (@MSFTResearch) 2026-07-30T17:15:00Z LLMs do not get smarter just by remembering more. EvoLib turns experience into evolving knowledge, t... https://x.com/MSFTResearch/status/2082860019016438152 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>LLMs do not get smarter just by remembering more. EvoLib turns experience into evolving knowledge, taking reusable skills and insights that help models learn and adapt across tasks long after deployment. <a href='https://msft.it/6019vh35f' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6019vh35f</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2082543240645844992/vid/avc1/1384x720/_a24uWvrgPxc7FuL.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2082860019016438152/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>38</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>245</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>23003</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>75</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 30 Jul 2026 16:05:00 GMT 2082860019016438152 Microsoft Research (@MSFTResearch) 2026-07-30T16:05:00Z Can AI help power the grid? MSR-led AI Foundations for Power Grids workshop at NeurIPS 2026 is accep... https://x.com/MSFTResearch/status/2081771595115196750 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Can AI help power the grid?<br/>MSR-led AI Foundations for Power Grids workshop at NeurIPS 2026 is accepting submissions until August 29 on benchmarks, model training, reliability, foundation models, and real-world deployment.<a href='https://msft.it/6010vAmsQ' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6010vAmsQ</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>13625</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 27 Jul 2026 16:00:00 GMT 2081771595115196750 Microsoft Research (@MSFTResearch) 2026-07-27T16:00:00Z How can AI help advance precision oncology? Explore Project Ex Vivo, a collaboration between Microso... https://x.com/MSFTResearch/status/2080700789572456501 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>How can AI help advance precision oncology? Explore Project Ex Vivo, a collaboration between Microsoft Research and the Broad Institute, with support from Dana-Farber Cancer Institute, that is using AI to better understand cancer cell states. Read the story in Signal Magazine: <a href='https://msft.it/6010v7Jup' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6010v7Jup</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>22</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>10738</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 24 Jul 2026 17:05:00 GMT 2080700789572456501 Microsoft Research (@MSFTResearch) 2026-07-24T17:05:00Z Researchers Jenna Butler, Jake Hofman, and Rebecca Janssen spend a lot of time studying AI’s influen... https://x.com/MSFTResearch/status/2080368442314534996 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Researchers Jenna Butler, Jake Hofman, and Rebecca Janssen spend a lot of time studying AI’s influence on how people do their jobs. On the Microsoft Research Podcast, they share their thoughts on what the future of work looks like in the age of AI. <a href='https://msft.it/6014vAqvm' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6014vAqvm</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2080368360370401281/vid/avc1/720x1280/f2DPZ7G91my1vZ-Z.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2080368442314534996/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11006</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 23 Jul 2026 19:04:22 GMT 2080368442314534996 Microsoft Research (@MSFTResearch) 2026-07-23T19:04:22Z Get started: Models: https://t.co/ii5WFOvJ5M MagenticLite: https://t.co/YoJ5Humpxs Fara1.5: htt... https://x.com/MSFTResearch/status/2079989359705534806 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Get started: <br/>Models: <a href='https://msft.it/6011vABSf' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011vABSf</a> <br/><br/>MagenticLite: <a href='https://msft.it/6012vABSA' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6012vABSA</a> <br/><br/>Fara1.5: <a href='https://msft.it/6013vABS7' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6013vABS7</a> <br/><br/>Fara1.5 blog: <a href='https://msft.it/6014vABSC' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6014vABSC</a><br/><br/>Technical report: <a href='https://msft.it/6010vABS4' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6010vABS4</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1739</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>3</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 17:58:02 GMT 2079989359705534806 Microsoft Research (@MSFTResearch) 2026-07-22T17:58:02Z Everything in MagenticLite stays under your control: you see the agent's reasoning, you can take ove... https://x.com/MSFTResearch/status/2079989357151183265 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Everything in MagenticLite stays under your control: you see the agent&#39;s reasoning, you can take over at any moment, and critical actions pause for your approval. <br/><br/>Now you can inspect the models behind it too.</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1691</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>1</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 17:58:01 GMT 2079989357151183265 Microsoft Research (@MSFTResearch) 2026-07-22T17:58:01Z MagenticLite's models are now fully open source. MagenticBrain and Fara 1.5, previously available ... https://x.com/MSFTResearch/status/2079989338994069511 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>MagenticLite&#39;s models are now fully open source. <br/><br/>MagenticBrain and Fara 1.5, previously available on Microsoft Foundry, are live on Hugging Face with open weights. <br/><br/>The app, the harness, and every model in the stack are now open.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2079989287169216512/vid/avc1/1280x720/NjW7sjnx0M1uqQKO.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2079989338994069511/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>22</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>89</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19134</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>29</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 17:57:57 GMT 2079989338994069511 Microsoft Research (@MSFTResearch) 2026-07-22T17:57:57Z A huge thank you to all the dataset creators, community contributors, maintainers and collaborators ... https://x.com/MSFTResearch/status/2079650131788402768 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>A huge thank you to all the dataset creators, community contributors, maintainers and collaborators who continue to help make this work possible. <br/><br/>Request additional language support to contribute to our next release. <a href='https://msft.it/6012vfntA' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6012vfntA</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1427</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 19:30:04 GMT 2079650131788402768 Microsoft Research (@MSFTResearch) 2026-07-21T19:30:04Z Reliable benchmarks are essential for advancing inclusive AI. By expanding language, geographic, and... https://x.com/MSFTResearch/status/2079650129154310282 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Reliable benchmarks are essential for advancing inclusive AI. By expanding language, geographic, and dataset coverage, PazaBench V2 provides a stronger foundation for researchers and practitioners developing speech technologies for historically underserved languages.</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1438</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>1</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 19:30:03 GMT 2079650129154310282 Microsoft Research (@MSFTResearch) 2026-07-21T19:30:03Z Today, we announce the second release of PazaBench, our benchmark for evaluating Automatic Speech Re... https://x.com/MSFTResearch/status/2079650121931800836 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Today, we announce the second release of PazaBench, our benchmark for evaluating Automatic Speech Recognition (ASR) models across African languages.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNxmw7LWIAEnlEP.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>21</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>13691</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 19:30:01 GMT 2079650121931800836 Microsoft Research (@MSFTResearch) 2026-07-21T19:30:01Z Aurora 1.5 scales open forecasting; Flint redefines visualization; FlowDAgger accelerates adaptation... https://x.com/MSFTResearch/status/2079239126897869218 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Aurora 1.5 scales open forecasting; Flint redefines visualization; FlowDAgger accelerates adaptation. Plus: AI agents crack Rowhammer defenses and memory reshapes conversational AI. <a href='https://msft.it/6019v4m9F' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6019v4m9F</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2079238998103359488/vid/avc1/1200x626/43hM7_xK65z6P_Ib.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2079239126897869218/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>36</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16120</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>13</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 16:16:52 GMT 2079239126897869218 Microsoft Research (@MSFTResearch) 2026-07-20T16:16:52Z Recalling a new password after hours of distractions can be hard. Not for a transformer. Microsoft... https://x.com/MSFTResearch/status/2077422942414082161 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Recalling a new password after hours of distractions can be hard.<br/><br/>Not for a transformer.<br/><br/>Microsoft CVP Doug Burger &amp; AI researchers Subutai Ahmad &amp; Nicolò Fusi discuss the fundamental differences between human memory and machine intelligence. <a href='https://t.co/4t9fhRJIC5' target='_blank' style='color: #1da1f2; text-decoration: none;'>https://t.co/4t9fhRJIC5</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2077396316842323968/vid/avc1/720x1280/Bsew93Ggwyg0yVrJ.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2077422942414082161/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>20</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>6880</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>12</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 15 Jul 2026 16:00:00 GMT 2077422942414082161 Microsoft Research (@MSFTResearch) 2026-07-15T16:00:00Z A curious 3-year-old. A state-of-the-art AI model. Which is more intelligent? AI researchers Sub... https://x.com/MSFTResearch/status/2077064446007033941 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>A curious 3-year-old. A state-of-the-art AI model. <br/><br/>Which is more intelligent? <br/><br/>AI researchers Subutai Ahmad and Nicolò Fusi alongside Microsoft CVP Doug Burger discuss the nature of cognition and where today&#39;s AI systems fit in the range of intelligence. <a href='https://msft.it/6019vFz8b' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6019vFz8b</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2077064329891905536/vid/avc1/720x1280/ekYYfsC7JNdvoajr.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2077064446007033941/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1968</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 14 Jul 2026 16:15:28 GMT 2077064446007033941 Microsoft Research (@MSFTResearch) 2026-07-14T16:15:28Z Cryptographic code supports vital protections in modern computing systems. Learn how a new method he... https://x.com/MSFTResearch/status/2076699472680136974 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Cryptographic code supports vital protections in modern computing systems. Learn how a new method helps verify code as developers write it while preserving speed and adaptability as it gets implemented and evolves. <a href='https://msft.it/6010v0gZw' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6010v0gZw</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2076699433656320000/vid/avc1/1384x720/_WN_RnxbO7t5Vbbw.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2076699472680136974/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>20</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>47</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>23014</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>19</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 13 Jul 2026 16:05:12 GMT 2076699472680136974 Microsoft Research (@MSFTResearch) 2026-07-13T16:05:12Z Aurora 1.5 adds 22 more variables, hourly temporal resolution, and probabilistic ensemble forecastin... https://x.com/MSFTResearch/status/2075260665669828749 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Aurora 1.5 adds 22 more variables, hourly temporal resolution, and probabilistic ensemble forecasting to the Aurora foundation model, making it more useful for real-world weather, climate, and energy applications. <a href='https://msft.it/6017vInGR' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6017vInGR</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2075260621990359040/vid/avc1/1384x720/o9Aw1Eh_WgGdst-e.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2075260665669828749/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>59</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>13006</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>14</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 09 Jul 2026 16:47:53 GMT 2075260665669828749 Microsoft Research (@MSFTResearch) 2026-07-09T16:47:53Z Short chart specifications are easy to write, but often produce uninspiring results. Flint is an ope... https://x.com/MSFTResearch/status/2074890000559112225 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Short chart specifications are easy to write, but often produce uninspiring results. Flint is an open-source visualization language that offers a middle path, letting AI agents create expressive charts from compact, human-editable specifications. <a href='https://msft.it/6011vxmcl' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011vxmcl</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2074880747551211520/vid/avc1/1384x720/47sFAuyh39c4hxan.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2074890000559112225/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>9657</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>11</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 08 Jul 2026 16:15:00 GMT 2074890000559112225 Microsoft Research (@MSFTResearch) 2026-07-08T16:15:00Z Among Microsoft’s 100+ accepted papers, 3 oral presentations, and 1 expo demo at ICML in Seoul, high... https://x.com/MSFTResearch/status/2074546659602632832 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Among Microsoft’s 100+ accepted papers, 3 oral presentations, and 1 expo demo at ICML in Seoul, highlights include Fara 1.5 computer-use agents, critique-resilient benchmarking, expanded protein ML benchmarks with FLIP2, and improved LLM reasoning stability. <a href='https://msft.it/6019vaCHU' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6019vaCHU</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2074546505613004800/vid/avc1/1200x626/nI-jtonP8ATEfKGh.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2074546659602632832/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>42</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>10268</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>9</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 07 Jul 2026 17:30:41 GMT 2074546659602632832 Microsoft Research (@MSFTResearch) 2026-07-07T17:30:41Z AI agents often fail because their instructions, or skills, are manually modified with no guarantee ... https://x.com/MSFTResearch/status/2072001556463886840 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>AI agents often fail because their instructions, or skills, are manually modified with no guarantee of improvement. Learn how SkillOpt turns skill editing into a training process, making agent behavior more reliable without changing model weights: <a href='https://msft.it/6012vsvEs' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6012vsvEs</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2072001522985054208/vid/avc1/1280x664/coRuJ97qNFoxcmnC.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2072001556463886840/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>69</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>20410</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>26</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 30 Jun 2026 16:57:21 GMT 2072001556463886840 Microsoft Research (@MSFTResearch) 2026-06-30T16:57:21Z AI agents can't remember past conversations. They must constantly reload or retrieve context, which ... https://x.com/MSFTResearch/status/2071704221510988005 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>AI agents can&#39;t remember past conversations. They must constantly reload or retrieve context, which grows less efficient as tasks get longer and more complex. Memora solves this with a scalable memory system separating what’s stored from how it&#39;s retrieved: <a href='https://msft.it/6018vs3gC' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6018vs3gC</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HMAsAnDWEAATmFY.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>86</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11732</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>28</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 29 Jun 2026 21:15:51 GMT 2071704221510988005 Microsoft Research (@MSFTResearch) 2026-06-29T21:15:51Z What do people actually do with AI at work? A new analysis of five million M365 Copilot conversation... https://x.com/MSFTResearch/status/2070529737051488731 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>What do people actually do with AI at work? A new analysis of five million M365 Copilot conversations has answers. Scott Counts breaks it down in a new video. And dive into the analysis here: <a href='https://msft.it/6011vqpbL' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011vqpbL</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2070529509472772096/vid/avc1/720x1280/Gs5riHCQeeo75HtG.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2070529737051488731/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>21</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>8070</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>9</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 26 Jun 2026 15:28:52 GMT 2070529737051488731 Microsoft Research (@MSFTResearch) 2026-06-26T15:28:52Z Researchers introduce generative causal testing, which translates black box models into clear hypoth... https://x.com/MSFTResearch/status/2070183439983128963 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Researchers introduce generative causal testing, which translates black box models into clear hypotheses and verifies them in the scanner, revealing what specific brain regions respond to in language. <a href='https://msft.it/6011vUtRd' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011vUtRd</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2070183398878949376/vid/avc1/1384x720/gctE20YeLZd7rgBQ.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2070183439983128963/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>9343</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 25 Jun 2026 16:32:48 GMT 2070183439983128963 Microsoft Research (@MSFTResearch) 2026-06-25T16:32:48Z Talos was built to help resolve a major bottleneck in genomic medicine: human review time. The open-... https://x.com/MSFTResearch/status/2069782968260817270 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Talos was built to help resolve a major bottleneck in genomic medicine: human review time. The open-source system recovered 90% of in-scope diagnoses while surfacing just 1.3 candidate variants per patient for expert review. <a href='https://msft.it/6014vUBwK' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6014vUBwK</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2069782922454835201/vid/avc1/1384x720/kUnlQzLYZRpe-jHV.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2069782968260817270/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>33</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>9582</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>10</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 24 Jun 2026 14:01:28 GMT 2069782968260817270 Microsoft Research (@MSFTResearch) 2026-06-24T14:01:28Z On the Microsoft Research Podcast, Microsoft’s Jaime Teevan, Jenna Butler, Jake Hofman, and Rebecca ... https://x.com/MSFTResearch/status/2069450407735177231 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>On the Microsoft Research Podcast, Microsoft’s Jaime Teevan, Jenna Butler, Jake Hofman, and Rebecca Janssen explore how looking at AI as more than a tool for automating tasks people are already capable of might open the door to new possibilities. <a href='https://msft.it/6011vo8cX' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011vo8cX</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2069196290827714560/vid/avc1/720x1280/h8_ZkVSiH-ekK8xt.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2069450407735177231/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>6609</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 23 Jun 2026 16:00:00 GMT 2069450407735177231 Microsoft Research (@MSFTResearch) 2026-06-23T16:00:00Z Can you remember a new password after listening to five hours of stories? A transformer can. AI... https://x.com/MSFTResearch/status/2067638470026141823 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Can you remember a new password after listening to five hours of stories? <br/><br/>A transformer can. <br/><br/>AI researchers Subutai Ahmad and Nicolò Fusi explore the fundamental differences between human memory and machine intelligence with Microsoft CVP Doug Burger. <a href='https://msft.it/6016vllRa' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6016vllRa</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2067631594332897280/vid/avc1/720x1280/b5eKnmPZnedX9Pjk.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2067638470026141823/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>18</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5807</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>6</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 18 Jun 2026 16:00:00 GMT 2067638470026141823 Microsoft Research (@MSFTResearch) 2026-06-18T16:00:00Z ResNet has received the Longuet-Higgins Prize at CVPR 2026, recognizing research with proven, lastin... https://x.com/MSFTResearch/status/2067306282441228510 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>ResNet has received the Longuet-Higgins Prize at CVPR 2026, recognizing research with proven, lasting impact. A decade after its publication, residual connections remain foundational to how modern AI systems are built, with over 320,000 citations and growing. <a href='https://msft.it/6017vl6bl' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6017vl6bl</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HLCMG8yWYAAiCYO.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>7400</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 17 Jun 2026 18:00:01 GMT 2067306282441228510 Microsoft Research (@MSFTResearch) 2026-06-17T18:00:01Z 30x faster analytics, GPU kernels generated automatically from SQL, AI matched to lab-grown tumor mo... https://x.com/MSFTResearch/status/2066552106513735857 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>30x faster analytics, GPU kernels generated automatically from SQL, AI matched to lab-grown tumor models for cancer treatment, and LLMs that learn across tasks without retraining. Dive into the latest issue of Research Focus: <a href='https://msft.it/6010vcYZ4' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6010vcYZ4</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2066551753965715456/vid/avc1/1200x626/ZvYsc1ThW8SI1Ub3.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2066552106513735857/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>34</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>9187</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>12</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 15 Jun 2026 16:03:11 GMT 2066552106513735857 Microsoft Research (@MSFTResearch) 2026-06-15T16:03:11Z Project Ire examined a timely malware sample and determined its intent through reverse engineering—i... https://x.com/MSFTResearch/status/2065532955305414732 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Project Ire examined a timely malware sample and determined its intent through reverse engineering—identifying LOTUSLITE characteristics even as most major EDR tools did not detect it. <a href='https://msft.it/6011viy4N' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6011viy4N</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2065532893284249601/vid/avc1/1384x720/WVX6ui8lCk8Ay4nL.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2065532955305414732/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>7863</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>6</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 12 Jun 2026 20:33:26 GMT 2065532955305414732 Microsoft Research (@MSFTResearch) 2026-06-12T20:33:26Z A new research effort called Encrypted Spaces explores an architecture for collaborative application... https://x.com/MSFTResearch/status/2065186049895051446 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>A new research effort called Encrypted Spaces explores an architecture for collaborative applications where data is encrypted, and operations are cryptographically verifiable. Learn more: <a href='https://msft.it/6017v9lNt' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6017v9lNt</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5146</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 11 Jun 2026 21:34:58 GMT 2065186049895051446 Microsoft Research (@MSFTResearch) 2026-06-11T21:34:58Z New research in Nature Methods from Project Ex Vivo shows AI models learn more from diverse cell sta... https://x.com/MSFTResearch/status/2064384745195118817 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>New research in Nature Methods from Project Ex Vivo shows AI models learn more from diverse cell states than from scaled datasets alone, a finding that could reshape how therapies are matched to patients. <a href='https://msft.it/6013vgE8l' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6013vgE8l</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HKYq_F0XwAAJEzs.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>7000</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 09 Jun 2026 16:30:52 GMT 2064384745195118817 Microsoft Research (@MSFTResearch) 2026-06-09T16:30:52Z A BTS look a first timer's experience at the MSR lab at Microsoft Build 2026—featuring the demos, th... https://x.com/MSFTResearch/status/2063006937269088492 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>A BTS look a first timer&#39;s experience at the MSR lab at Microsoft Build 2026—featuring the demos, the builders, and the conversations that made it worth the trip.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2063006835175567360/vid/avc1/1280x720/_cCEJ_KP8Z7rN5Es.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2063006937269088492/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5278</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 05 Jun 2026 21:15:57 GMT 2063006937269088492 Microsoft Research (@MSFTResearch) 2026-06-05T21:15:57Z During the Inside Azure Innovations breakout at Build 2026, Microsoft Azure CTO, deputy CISO and tec... https://x.com/MSFTResearch/status/2062983588606320714 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>During the Inside Azure Innovations breakout at Build 2026, Microsoft Azure CTO, deputy CISO and technical fellow Mark Russinovich introduced Project Mosaic, an experimental optical interconnect technology from Microsoft Research Cambridge using micro-LEDs for low-power, high-speed data transmission. <br/><br/>A live demo led by senior researcher Kaoutar Benyahya displays individual LED modulation forming letters, proving the concept’s real-time responsiveness. Check out Mark and Kaoutar starting @ 38:38: <a href='https://msft.it/6015vdhS9' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6015vdhS9</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>28</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5037</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 05 Jun 2026 19:43:10 GMT 2062983588606320714 Microsoft Research (@MSFTResearch) 2026-06-05T19:43:10Z That’s a wrap on Microsoft Build 2026. Huge thank you to the researchers and team who brought it to ... https://x.com/MSFTResearch/status/2062368829909381246 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>That’s a wrap on Microsoft Build 2026. Huge thank you to the researchers and team who brought it to life on the floor this week. If you missed what we shared, check it out here: <a href='https://msft.it/6015vjfld' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6015vjfld</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HJ8BhAvXEAAp_Bg.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HJ8BhL3XkAAU8f4.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HJ8BhYBXoAA66mS.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>35</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5309</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 04 Jun 2026 03:00:20 GMT 2062368829909381246 Microsoft Research (@MSFTResearch) 2026-06-04T03:00:20Z What do the people who build the foundations for others to build on like to build themselves? The an... https://x.com/MSFTResearch/status/2062334100837445646 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>What do the people who build the foundations for others to build on like to build themselves? The answers may surprise you, everything from sandwiches to the future. <span style='color: #1da1f2; font-weight: 500;'>#MSBuild</span></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2062334034349342720/vid/avc1/720x1280/vZC9BCpS5I0BOiuj.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2062334100837445646/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>19</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3648</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>3</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 04 Jun 2026 00:42:20 GMT 2062334100837445646 Microsoft Research (@MSFTResearch) 2026-06-04T00:42:20Z You don’t have to be a developer. You can just build stuff. @shanselman on his first walk through th... https://x.com/MSFTResearch/status/2062306092080562602 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>You don’t have to be a developer. You can just build stuff. <a href='https://x.com/shanselman' target='_blank' style='color: #1da1f2; text-decoration: none;'>@shanselman</a> on his first walk through the Microsoft Research Lab at <span style='color: #1da1f2; font-weight: 500;'>#MSBuild</span>.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2062305965156831232/vid/avc1/720x1280/hBgmyv32JVMdsgqK.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2062306092080562602/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>20</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4449</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 03 Jun 2026 22:51:02 GMT 2062306092080562602 Microsoft Research (@MSFTResearch) 2026-06-03T22:51:02Z The sights and sounds of Microsoft Research at #MSBuild. Come see us at the Lab inside the Gateway P... https://x.com/MSFTResearch/status/2062253865513144461 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>The sights and sounds of Microsoft Research at <span style='color: #1da1f2; font-weight: 500;'>#MSBuild</span>. Come see us at the Lab inside the Gateway Pavilion for Day 2.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2062253789508157441/vid/avc1/720x1280/w-x5GAUpp5Losl4E.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2062253865513144461/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4270</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>3</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 03 Jun 2026 19:23:31 GMT 2062253865513144461 Microsoft Research (@MSFTResearch) 2026-06-03T19:23:31Z A three‑month pilot in a Midwestern bottling plant shows what happens when AI moves beyond chat and ... https://x.com/MSFTResearch/status/2062204914223169635 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>A three‑month pilot in a Midwestern bottling plant shows what happens when AI moves beyond chat and into decision-making, where constraints shift, stakes are real, and answers must hold. <a href='https://msft.it/6015vjYUN' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6015vjYUN</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HJ5scI2XQAE7suH.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3986</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 03 Jun 2026 16:09:00 GMT 2062204914223169635 Microsoft Research (@MSFTResearch) 2026-06-03T16:09:00Z Day 1 of Microsoft Build is a wrap. A lot happened today, and we brought some of our favorite tools ... https://x.com/MSFTResearch/status/2061980235994632549 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Day 1 of Microsoft Build is a wrap. A lot happened today, and we brought some of our favorite tools to the floor for developers to get hands-on with. Explore it all: <a href='https://msft.it/6019vjO9D' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6019vjO9D</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2061980174837579778/vid/avc1/720x1280/rs178DdYaFAKPNeT.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2061980235994632549/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3429</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>2</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 03 Jun 2026 01:16:12 GMT 2061980235994632549 Microsoft Research (@MSFTResearch) 2026-06-03T01:16:12Z Weather forecasts thousands of times faster than traditional supercomputers. Hear from Kenji Takeda ... https://x.com/MSFTResearch/status/2061927189977727450 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Weather forecasts thousands of times faster than traditional supercomputers. Hear from Kenji Takeda on Aurora at the Microsoft Research Lab at <span style='color: #1da1f2; font-weight: 500;'>#MSBuild</span>. Learn more: <a href='https://msft.it/6018vjGUA' target='_blank' style='color: #1da1f2; text-decoration: none;'>msft.it/6018vjGUA</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2061912293340807168/vid/avc1/720x1280/ucPajfY0tZNymfiV.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2061927189977727450/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>26</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4706</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 02 Jun 2026 21:45:25 GMT 2061927189977727450 Microsoft Research (@MSFTResearch) 2026-06-02T21:45:25Z Learn more: https://t.co/wzorfOOrof https://x.com/MSFTResearch/status/2061912486677541220 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Learn more: <a href='https://www.microsoft.com/en-us/research/story/msr-at-build-2026/' target='_blank' style='color: #1da1f2; text-decoration: none;'>microsoft.com/en-us/research…</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>2007</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>1</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 02 Jun 2026 20:46:59 GMT 2061912486677541220 Microsoft Research (@MSFTResearch) 2026-06-02T20:46:59Z Agentic experiences powered by small models that fit on your own device. Hear from Maya Murad on Mag... https://x.com/MSFTResearch/status/2061908328687501411 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Agentic experiences powered by small models that fit on your own device. Hear from Maya Murad on MagenticLite at the Microsoft Research Lab at <span style='color: #1da1f2; font-weight: 500;'>#MSBuild</span>.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2061908225486733312/vid/avc1/720x1280/ZHoY3JHGgdGIzsuO.mp4?tag=14' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/MSFTResearch/status/2061908328687501411/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4354</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>6</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 02 Jun 2026 20:30:28 GMT 2061908328687501411 Microsoft Research (@MSFTResearch) 2026-06-02T20:30:28Z