{"schema_version":"onlylabs.public_analysis_evidence.v1","title":"Microsoft analysis evidence pack","description":"Public onlylabs evidence pack for cited agent analysis: captured pages, ranked public signals, and stored web-search provenance used by the background analysis workflow.","url":"https://onlylabs.fyi/analysis/microsoft","json_url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","generated_at":"2026-06-11T18:16:21.102Z","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft"},"analysis":{"url":"https://onlylabs.fyi/analysis/microsoft","json_url":"https://onlylabs.fyi/analysis/microsoft/analysis.json","generated_at":"2026-06-08T15:59:09.069+00:00"},"workflow":{"version":"synthesize-analyses","provider":null,"model":null,"agent":null,"public_pack_mode":"local-pages-and-events","live_web_fetches":false,"note":"Public evidence exports do not trigger live Exa calls; stored Exa provenance is included when analysis metadata contains it."},"stats":{"pages":28,"events":140,"web":0,"evidence":88,"signal_desks":{"hiring":0,"forks":0,"releases":60,"talking":0,"repos":0},"data_radar_lanes":{"data":0,"evals":0,"infrastructure":1,"safety":1,"product":0},"data_radar_matches":2,"stored_analysis_evidence":null,"stored_analysis_web":null,"stored_analysis_signal_desks":null,"stored_analysis_data_radar_lanes":null,"stored_analysis_data_radar_matches":null},"stored_web_provenance":null,"evidence":[{"ref":"P1","kind":"page","title":"microsoft/ai-diffusion-report repository metadata","date":"2026-06-11T02:42:21.553817+00:00","date_source":null,"source_url":"https://github.com/microsoft/ai-diffusion-report","signal_url":null,"signal_json_url":null,"text":"# microsoft/ai-diffusion-report\n\nDescription: Data and documentation for the Microsoft AI for Good Lab's AI Diffusion Reports\n\nLicense: MIT\n\nStars: 15\n\nForks: 2\n\nOpen issues: 0\n\nCreated: 2026-04-30T16:47:59Z\n\nPushed: 2026-06-04T15:36:56Z\n\nDefault branch: main\n\nFork: no\n\nArchived: no\n\nREADME:\n# AI Diffusion Report Data\n\nThis repository contains the datasets and report materials for Microsoft’s **AI Diffusion** research, produced by the AI Economy Institute (AIEI).\n\nThe AI Diffusion report tracks adoption of generative AI, measuring the share of people who have used AI tools across countries, over time, and across U.S. geographies.\n\n## Overview\n\nAI diffusion is defined as the **share of people who have used a generative AI product during a given period**. The measure is derived from aggregated and anonymized telemetry and adjusted to account for differences in:\n\n- Device and operating system market share \n- Internet penetration \n- Country population \n\nThis repository provides the **country-level datasets** used in the published reports, along with archived report PDFs.\n\nIt also includes U.S. subnational AI User Share estimates at the county, state, and metropolitan statistical area (MSA) levels. These estimates use a related but distinct methodology because local estimates must account for small county samples, IP-geolocation noise, and differences in local digital infrastructure. The U.S. pipeline combines anonymized, aggregated Microsoft telemetry with a Bayesian spatial small-area model that borrows information across neighboring counties, state effects, and demographic covariates, then aggregates county estimates using working-age population weights.\n\n## Citation\n\nTo cite this work and for full methodological details, see the technical papers:\n- Misra, A., Wang, J., McCullers, S., White, K., & Lavista Ferres, J. (2025). *Measuring AI Diffusion: A Population-Normalized Metric for Tracking Global AI Usage*. arXiv. https://doi.org/10.48550/arXiv.2511.02781\n- Misra, A., et al. (2026). *Measuring AI Diffusion Across U.S. Geographies: County, State, and Metro Estimates*. https://aka.ms/AI_Diffusion_US_Technical_Report\n\nGlobal technical report also available at: http"},{"ref":"P2","kind":"page","title":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset","date":"2026-06-07T21:14:35.491256+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/building-realistic-electric-transmission-grid-dataset-at-scale-a-pipeline-from-open-dataset/","signal_url":null,"signal_json_url":null,"text":"Building realistic electric transmission grid dataset at scale: a pipeline from open dataset - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nAt a glance\n\nWe construct geographically grounded, electrically coherent power grid models entirely from publicly available data and release a dataset spanning 48 U.S. states and multi-state interconnections.\n\nThe models support AC optimal power flow (AC‑OPF) analysis, enabling physics-based study of congestion, capacity, and demand siting without restricted data.\n\nWe demonstrate applicatio"},{"ref":"P3","kind":"page","title":"Advancing AI for materials with MatterSim: experimental synthesis, faster simulation, and multi-task models","date":"2026-06-07T21:14:33.840197+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/advancing-ai-for-materials-with-mattersim-experimental-synthesis-faster-simulation-and-multi-task-models/","signal_url":null,"signal_json_url":null,"text":"Advancing AI for materials with MatterSim: experimental synthesis, faster simulation, and multi-task models - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nAt a glance\n\nExperimental validation : Using high-throughput screening with MatterSim-v1, we previously identified tetragonal tantalum phosphorus (TaP) as a potential high-performance thermal conductor. Now we have experimentally synthesized it and measured its thermal conductivity (152 W/m/K) to be close to the thermal conductivity of silicon.\n\nFaster simulation : We have ac"},{"ref":"P4","kind":"page","title":"GridSFM: A new, small foundation model for the electric grid","date":"2026-06-07T21:14:32.748196+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/gridsfm-a-new-small-foundation-model-for-the-electric-grid/","signal_url":null,"signal_json_url":null,"text":"GridSFM: A new, small foundation model for the electric grid - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nMicrosoft releases a lightweight foundation model that can predict AC optimal power flow in milliseconds, boosting efficiency and unlocking cost savings in grid analysis.\n\nAt a glance\n\nMicrosoft introduces GridSFM, a small foundation model that approximates AC optimal power flow in milliseconds, unlocking decisions that can directly impact up to $20B/year in congestion losses and 3.4 TWh of renewable curtailment.\n\nBeyond "},{"ref":"P5","kind":"page","title":"mimalloc: A new, high-performance, scalable memory allocator for the modern era","date":"2026-06-07T21:14:32.058332+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/mimalloc-a-high-performance-scalable-memory-allocator-for-the-modern-era/","signal_url":null,"signal_json_url":null,"text":"mimalloc: A new, high-performance, scalable memory allocator for the modern era - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nAt a glance\n\nToday’s critical services and applications are often highly concurrent, using hundreds of threads. They also operate at large memory scales, frequently hundreds of gigabytes, especially when using large language models.\n\nmimalloc is an open-source, modern, scalable memory allocator that is a drop-in replacement for malloc and free. It is relatively small (~12K lines), with clear internal da"},{"ref":"P6","kind":"page","title":"Further Notes on Our Recent Research on AI Delegation and Long-Horizon Reliability","date":"2026-06-07T21:14:31.159939+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/further-notes-on-our-recent-research-on-ai-delegation-and-long-horizon-reliability/","signal_url":null,"signal_json_url":null,"text":"Further Notes on Our Recent Research on AI Delegation and Long-Horizon Reliability - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nOur recent paper, “ LLMs Corrupt Your Documents When You Delegate ”, has generated discussion about the reliability of AI systems in delegated workflows. We appreciate the interest in this work and want to clarify several important points about what the paper does—and does not—claim.\n\nThe research aims to develop robust evaluation methods for long-horizon delegated and collaborative tasks. More broad"},{"ref":"P7","kind":"page","title":"Vega: Zero-knowledge proofs for digital identity in the age of AI","date":"2026-06-07T21:14:14.468218+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","signal_url":null,"signal_json_url":null,"text":"Vega: Zero-knowledge proofs for digital identity in the age of AI - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nAt a glance\n\nVega lets users prove facts from government-issued credentials — age, personhood, professional status — without revealing the credential itself. The credential never leaves the device. \n\nZero-knowledge proofs are generated in under 100 ms on a commodity client device with no trusted setup, making private identity verification practical at scale. \n\nFold-and-reuse proving means repeated presentations — to "},{"ref":"P8","kind":"page","title":"Extending Human Intelligence Through AI","date":"2026-06-07T21:14:12.288492+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/extending-human-intelligence-through-ai/","signal_url":null,"signal_json_url":null,"text":"Extending Human Intelligence Through AI - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nAt a glance\n\nModern AI systems are powerful not because they replicate human intelligence, but because they presuppose it, by extending structures already present in human cognition and language.\n\nThis perspective helps explain both AI’s remarkable capabilities and its recurring boundaries, including hallucinations and breakdowns in reasoning.\n\nThis research argues that AI safety is a system-level challenge, shifting attention from “rogue AI”"},{"ref":"P9","kind":"page","title":"Data Formulator 0.7: AI-powered data analytics for enterprise data","date":"2026-06-07T21:14:05.643996+00:00","date_source":null,"source_url":"https://www.microsoft.com/en-us/research/blog/data-formulator-0-7-ai-powered-data-analytics-for-enterprise-data/","signal_url":null,"signal_json_url":null,"text":"Data Formulator 0.7: AI-powered data analytics for enterprise data - Microsoft Research \n\nSkip to main content \n\nResearch \n\nPublications \nCode & data \nPeople \nMicrosoft Research blog \n\nArtificial intelligence \nAudio & acoustics \nComputer vision \nGraphics & multimedia \nHuman-computer interaction \nHuman language technologies \nSearch & information retrieval \n\nData platforms and analytics \nHardware & devices \nProgramming languages & software engineering \nQuantum computing \nSecurity, privacy & cryptography \nSystems & networking \n\nAlgorithms \nMathematics \n\nEcology & environment \nEconomics \nMedical, health & genomics \nSocial sciences \nTechnology for emerging markets \n\nAcademic programs \nEvents & academic conferences \nMicrosoft Research Forum \n\nBehind the Tech podcast \nMicrosoft Research blog \nMicrosoft Research Forum \nMicrosoft Research podcast \n\nAbout Microsoft Research \nCareers & internships \nPeople \nEmeritus program \nNews & awards \nMicrosoft Research newsletter \n\nAfrica \nAI for Science \nAI Frontiers \nAsia-Pacific \nCambridge \nHealth Futures \nIndia \nMontreal \nNew England \nNew York City \nRedmond \n\nApplied Sciences \nMixed Reality & AI - Cambridge \nMixed Reality & AI - Zurich \n\nRegister: Research Forum\n\nMicrosoft Security \nAzure \nDynamics 365 \nMicrosoft 365 \nMicrosoft Teams \nWindows 365 \n\nMicrosoft AI \nAzure Space \nMixed reality \nMicrosoft HoloLens \nMicrosoft Viva \nQuantum computing \nSustainability \n\nEducation \nAutomotive \nFinancial services \nGovernment \nHealthcare \nManufacturing \nRetail \n\nFind a partner \nBecome a partner \nPartner Network \nMicrosoft Marketplace \nSoftware companies \n\nBlog \nMicrosoft Advertising \nDeveloper Center \nDocumentation \nEvents \nLicensing \nMicrosoft Learn \nMicrosoft Research \n\nView Sitemap \n\nReturn to Blog Home \nMicrosoft Research Blog\n\nAt a glance\n\nData Formulator 0.7 is an open-source AI-powered system for enterprise data analytics that combines data connectivity, agent-guided exploration, and visualization refinement in a shared workspace.\n\nIt includes a Data Connectors feature, which supports governed, reusable connections across databases, warehouses, BI systems, object stores, and local files, reducing integration work for platform teams.\n\nCo"},{"ref":"P10","kind":"page","title":"microsoft/vscode-cordova 2.6.6","date":"2026-06-11T07:04:20.724926+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-cordova/releases/tag/2.6.6","signal_url":null,"signal_json_url":null,"text":"# 2.6.6\n\nRepository: microsoft/vscode-cordova\n\nTag: 2.6.6\n\nPublished: 2023-11-07T04:37:46Z\n\nPrerelease: no\n\nRelease notes:\n* Fixed \"env\" variables not working any more [#914](https://github.com/microsoft/vscode-cordova/pull/914)\n* Update environment variable for current process [#915](https://github.com/microsoft/vscode-cordova/issues/915)\n* [CodeQL] Fix CodeQL analysis alert: Do not use eval or the Function constructor [#917](https://github.com/microsoft/vscode-cordova/pull/917)\n* Internal changes:\n* Update vscode-debugadapter to @vscode/debugadapter [#919](https://github.com/microsoft/vscode-cordova/pull/919)\n\n## Changes:\n\n* 6a7d1537c09f059e858ae86e234aff87b881b891 Prepare 2.6.6-1 (#928)\n* 8e287e111a5bfa4e61e1ffe0e0c64934ff1d2a6a Bump browserify-sign from 4.2.1 to 4.2.2 (#925)\n* 90631b86996ed79ffa19b83fdaa06fd4bf516892 Update vscode-debugadapter to @vscode/debugadapter (#920)\n* 40520ddf35407ec22267b90d6904c494c7447a50 Fix CodeQL analysis alert: Do not use eval or the Function constructor (#918)\n* bb65b72bd3fbb64627beec09a1ac8b80c314c8d0 Update environment variables in current process (#916)\n* e4fe92b501cdce1ea538a148e48ea3eecb6514b2 Update file path for getting target from launch.json (#910)\n\nThis list of changes was [auto generated](https://dev.azure.com/vscode-webdiag-extensions/5c2c3798-7e49-49f6-b45f-77d9c69636c6/_release?releaseId=270&_a=release-summary)."},{"ref":"P11","kind":"page","title":"microsoft/vscode-cordova 2.7.0","date":"2026-06-11T07:04:20.676579+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-cordova/releases/tag/2.7.0","signal_url":null,"signal_json_url":null,"text":"# 2.7.0\n\nRepository: microsoft/vscode-cordova\n\nTag: 2.7.0\n\nPublished: 2024-05-16T04:21:13Z\n\nPrerelease: no\n\nRelease notes:\n* Add cordova clean command [#957](https://github.com/microsoft/vscode-cordova/pull/957)\n* Rename debug configurations [#950](https://github.com/microsoft/vscode-cordova/pull/950)\n* Update cordova hostname customization support [#944](https://github.com/microsoft/vscode-cordova/pull/944)\n* Support default breakpoints filters for exceptions [#943](https://github.com/microsoft/vscode-cordova/pull/943)\n* Internal changes:\n* Bump es5-ext from 0.10.53 to 0.10.63 [#954](https://github.com/microsoft/vscode-cordova/pull/954)\n* Refactor structures for cordova command palette feature [#953](https://github.com/microsoft/vscode-cordova/pull/953)\n* Bump ip from 1.1.5 to 1.1.9 [#952](https://github.com/microsoft/vscode-cordova/pull/952)\n\n## Changes:\n\n* ab95938777f46787962aae7b76dc417b9f04d6ed Prepare for 2.7.0 (#958)\n* 571dfb0967be3810b4cc4bc9c386a6a99272530b Add cordova clean command (#957)\n* 98c2a214bef081f0a2db29e3468b7fb69eb09f5f Bump es5-ext from 0.10.53 to 0.10.63 (#954)\n* ae353afbcdcc6a0f1a1bd24d163a185a24d4804d Bump ip from 1.1.5 to 1.1.9 (#952)\n* 3737fde1bb10788156557c06074296973e040231 Refactor structures for cordova command palette feature (#953)\n* 65d84450b7d4c8e05f19105f18e627b3fef70b8b Update cordova hostname customization support (#944)\n* 5a6ecbfb577f52cfc4b79cda28fe3ecdb9fe23a7 Rename title for some debugging configurations (#950)\n* 6f7c0734ac31adf12b274a6eaeb88dff5fc69d24 Support default breakpoints filters for exceptions (#943)\n\nThis list of changes was [auto generated](https://dev.azure.com/vscode-webdiag-extensions/5c2c3798-7e49-49f6-b45f-77d9c69636c6/_release?releaseId=287&_a=release-summary)."},{"ref":"P12","kind":"page","title":"microsoft/vscode-cordova 2.6.7","date":"2026-06-11T07:04:20.670198+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-cordova/releases/tag/2.6.7","signal_url":null,"signal_json_url":null,"text":"# 2.6.7\n\nRepository: microsoft/vscode-cordova\n\nTag: 2.6.7\n\nPublished: 2024-01-16T08:42:51Z\n\nPrerelease: no\n\nRelease notes:\n* Improve pwa-chrome configuration settings for cordova-android [#924](https://github.com/microsoft/vscode-cordova/pull/924)\n* Check cordova-android version when launch android debugging [#933](https://github.com/microsoft/vscode-cordova/pull/933)\n* Internal changes:\n* Bump @babel/traverse from 7.18.5 to 7.23.2 [#921](https://github.com/microsoft/vscode-cordova/pull/921)\n* Add unit test for AndroidInsecureFileModeEnabled config [#932](https://github.com/microsoft/vscode-cordova/pull/932)\n* Gulp script failure on Node18 in gulp-typescript package [#936](https://github.com/microsoft/vscode-cordova/pull/936)\n* Bump vscode-test to 2.3.8 [#937](https://github.com/microsoft/vscode-cordova/pull/937)\n* Bump eslint package to support typescript 5.0.0+ [#941](https://github.com/microsoft/vscode-cordova/pull/941)\n\n## Changes:\n\n* 1e0465e3d861727a743c49f82b6b1418f92b24b0 Prepare for 2.6.7 (#942)\n* 10bf3a49bdac0061203f6e42060593bc45da0ef7 Bump eslint package to support typescript 5.0.0+ (#941) [ #940 ]\n* d95a94587509abecc340c86397d0eb2f676ce492 Bump vscode-test to 2.3.8 (#937)\n* abd2b3e3bcace717ade1aa1465f448915bc5d1ca Gulp script failure on Node18 in gulp-typescript package (#936) [ #935 ]\n* 851c41b60b379c8a019a12e0f3bf2ce95b6e77d6 Check cordova-android version when launch android debugging (#933)\n* 764858246d5de4c3a554afccff428430df4e01b7 Add unit test for AndroidInsecureFileModeEnabled config (#932)\n* a00eb702304d33df3b88b26a2f187a709a1569b4 Improve pwa-chrome configuration settings for cordova-android (#924)\n* 2308ee867ac3d9b5c3a5fbd107a04050d824af61 Bump @babel/traverse from 7.18.5 to 7.23.2 (#921)\n\nThis list of changes was [auto generated](https://dev.azure.com/vscode-webdiag-extensions/5c2c3798-7e49-49f6-b45f-77d9c69636c6/_release?releaseId=273&_a=release-summary)."},{"ref":"P13","kind":"page","title":"microsoft/vscode-fabric repository metadata","date":"2026-06-11T07:04:20.56068+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-fabric","signal_url":null,"signal_json_url":null,"text":"# microsoft/vscode-fabric\n\nDescription: Microsoft Fabric extension for VS Code\n\nLanguage: TypeScript\n\nLicense: MIT\n\nStars: 42\n\nForks: 11\n\nOpen issues: 29\n\nCreated: 2024-09-17T17:05:51Z\n\nPushed: 2026-06-11T04:25:20Z\n\nDefault branch: main\n\nFork: no\n\nArchived: no\n\nREADME:\n<!-- markdownlint-disable MD033 MD041 -->\n\n<div align=\"center\">\n<img src=\"./extension/resources/fabric.png\" alt=\"Microsoft Fabric Logo\" width=\"180\" />\n\n<br/>\n\n[![License: MIT](https://img.shields.io/badge/license-MIT-green.svg)](https://github.com/microsoft/vscode-fabric/blob/main/LICENSE.txt)\n[![VS Code Extension Version](https://img.shields.io/visual-studio-marketplace/v/fabric.vscode-fabric?label=ext)](https://marketplace.visualstudio.com/items?itemName=fabric.vscode-fabric)\n[![API Package Version](https://img.shields.io/npm/v/@microsoft/vscode-fabric-api.svg?label=api)](https://www.npmjs.com/package/@microsoft/vscode-fabric-api)\n[![Util Package Version](https://img.shields.io/npm/v/@microsoft/vscode-fabric-util.svg?label=util)](https://www.npmjs.com/package/@microsoft/vscode-fabric-util)\n\n<h1>Microsoft Fabric extension for VS Code</h1>\n</div>\n\nThis repository is the home for the *Microsoft Fabric extension for VS Code and it's extensibility model*.\n\nThe Fabric extension serves as a \"core\" platform that is extensible by \"satellite\" extensions that can contribute functionality for specific item types. Learn more [architechture overview](/docs//architecture-overview.md) and [extensibility overview](/docs/extensibility-overview.md).\n\n## Overview\n\nThe repository is a mono repo that contains primarily the following:\n\n- [`extension`](/extension/README.md): The VS Code extension that surfaces Fabric experiences, ships on the Marketplace, and hosts shared core services and views.\n- [`api`](/api/README.md): An npm package (`@microsoft/vscode-fabric-api`) that provides typed contracts for extending the core extension.\n- [`util`](/util/README.md): An npm package (`@microsoft/vscode-fabric-util`) of reusable helpers consumed by the extension and satellite packages to keep implementations consistent.\n\n## Feedback\n\nHave an idea, question, or bug report? [Open a new issue](https://github.com/microsoft/vscode-"},{"ref":"P14","kind":"page","title":"microsoft/accessibility-insights-action v3.7.0-sources-ado","date":"2026-06-11T07:04:20.469911+00:00","date_source":null,"source_url":"https://github.com/microsoft/accessibility-insights-action/releases/tag/v3.7.0-sources-ado","signal_url":null,"signal_json_url":null,"text":"# Accessibility Insights for Azure DevOps v3.7.0\n\nRepository: microsoft/accessibility-insights-action\n\nTag: v3.7.0-sources-ado\n\nPublished: 2024-06-04T16:28:31Z\n\nPrerelease: no\n\nRelease notes:\n## Accessibility Insights for Azure DevOps v3.7.0\n\n[Get the extension in the Visual Studio Marketplace (Microsoft-Internal Only)](https://marketplace.visualstudio.com/items?itemName=accessibility-insights.prod)\n\nWelcome to the June 3, 2024 release of Accessibility Insights for Azure DevOps! \n\n## Highlights\n\nIn v3.7.0, we have made the following updates to:\n* Update to use axe-core 4.8.4 (#2042). Check the [axe-core 4.8.4](https://github.com/dequelabs/axe-core/releases/tag/v4.8.4) release notes for more details.\n* Enable crawling for URLs having hash fragments (#2010). This is an optional parameter, please check [keepUrlFragment Optional Input](https://github.com/microsoft/accessibility-insights-action/blob/main/docs/ado-extension-inputs.md) for more details.\n\n<details><summary><b>Full Changelog</b></summary>\n\n* 27c7a091acb84b8cb03c11f127df5a1d3bc3c2aa feat(axe-core 4.8): Axe core version upgrade for Action (#2042) [ #123, #0000 ]\n* b66b32963e06b220be75ff0db2788f5b3b909167 chore(deps): Bump azure-pipelines-task-lib from 4.12.0 to 4.13.0 (#2088)\n* 09ed28b7582979ee446135749c97382d24bc4e81 chore(deps): Bump ejs from 3.1.9 to 3.1.10 (#2080) [ #756 ]\n* 9084b2c9fd1906fb1562002ae6c99831c5ecd10b chore(deps): Bump pony-cause from 2.1.10 to 2.1.11 (#2078)\n* 1728406d9ebd6846a31d9b66b33576b2554cda19 chore(deps): Bump react and @types/react (#2076) [ #25383, #25699, #25697, #28874 ]\n* 47c93b106bf981060c88eda687dff3513e4ddadd chore: update publishing pipelines to use federated credentials instead of PATs and client secrets (#2082) [ #0000 ]\n* 5aafc727004d4b4911ba1789524ea01bb796507c chore(deps): Bump azure-pipelines-task-lib from 4.10.1 to 4.12.0 (#2081)\n* ce8696d7dbb71acd6ca909420d9d36c798b9daed chore(deps-dev): Bump typescript from 5.4.2 to 5.4.5 (#2065) [ #58098, #58083, #58117, #57778, #57871, #57973, #57637 ]\n* b1228c678bda176a35c0a154d3d12d4ebc24ad4e chore(deps-dev): Bump @types/marked-terminal from 6.0.1 to 6.1.1 (#2022)\n* 1db945e8f4e23084c25f3d67fdee21577e6cd85e chore(deps): Bump "},{"ref":"P15","kind":"page","title":"microsoft/accessibility-insights-action v3.8.0-sources-ado","date":"2026-06-11T07:04:20.263529+00:00","date_source":null,"source_url":"https://github.com/microsoft/accessibility-insights-action/releases/tag/v3.8.0-sources-ado","signal_url":null,"signal_json_url":null,"text":"# Accessibility Insights for Azure DevOps v3.8.0\n\nRepository: microsoft/accessibility-insights-action\n\nTag: v3.8.0-sources-ado\n\nPublished: 2024-07-22T21:07:14Z\n\nPrerelease: no\n\nRelease notes:\n## Accessibility Insights for Azure DevOps v3.8.0\n\n[Get the extension in the Visual Studio Marketplace (Microsoft-Internal Only)](https://marketplace.visualstudio.com/items?itemName=accessibility-insights.prod)\n\nWelcome to the July 22, 2024 release of Accessibility Insights for Azure DevOps! \n\n## Highlights\n\nIn v3.8.0, we have made the following updates to:\n* Update to use axe-core 4.9.1 (#2109) . Check the [axe-core](https://github.com/dequelabs/axe-core/releases) release notes for more details.\n\n<details><summary><b>Full Changelog</b></summary>\n\n* cdff23764c626f7b01c2b6cae4cea5746a827638 feat(axe-core 4.9.1): Axe core version upgrade for action (#2109) [ #0000 ]\n* 79e5b974bc9738b0aa1b447c2aff08febbc764c5 chore(deps-dev): Bump prettier from 3.2.5 to 3.3.3 (#2128) [ main/CHANGELOG.md#333, main/CHANGELOG.md#332, main/CHANGELOG.md#331, #16391, #16458, #16474, #16478, #16475, #16477, #16476, #16472, #16464, #16470 ]\n* 95e2d94e63b6e878c53305265fea8f7e548a95a1 chore: Added resolutions in package.json file to resolve CVE-2024-29415 issue (#2124)\n* bb1f36e3e584c3885bb8297a9918560dd496f27e chore(deps-dev): Bump webpack from 5.91.0 to 5.92.1 (#2114)\n* 3ac0c618cc8693e5838ab897bca9cfa14dc842ba chore(deps-dev): Bump ts-jest from 29.1.2 to 29.1.5 (#2106) [ #3996, #4210, #4012 ]\n* bfe744028264772148709f03a0cedaee106ed635 chore(ip 2.0.1): ip version upgrade (#2096) [ #0000 ]\n* a892ba4aef68c8b0c74ad5de076a41e7fae3a8db chore(deps): Bump braces from 3.0.2 to 3.0.3 (#2102) [ #40, #37, #27 ]\n* bf02fe9365cd23797b4bc4d6d4fd5bf93601cb55 chore(deps-dev): Bump simple-git from 3.23.0 to 3.25.0 (#2101) [ #999, #987 ]\n* 82e5e1796f608df72a2f3c8329c9c1c0b062acb1 chore(deps): Bump @grpc/grpc-js from 1.9.0 to 1.10.9 (#2098) [ #2750, #2723, #2732, #2708, #2701, #2704, #2692, #2696, #2695, #2680, #2691, #2677, #2683, #2667, #2555, #2568, #2572, #2650, #2597, #2612, #2616, #2637, #2740, #2729, #2739, #2735 ]\n* b641d2824ca158f4c2af3181da5646c8dad0e00e chore(deps-dev): Bump @types/lodash from 4.17.0 to 4.17.5 "},{"ref":"P16","kind":"page","title":"microsoft/content-processing-solution-accelerator repository metadata","date":"2026-06-11T07:04:20.219309+00:00","date_source":null,"source_url":"https://github.com/microsoft/content-processing-solution-accelerator","signal_url":null,"signal_json_url":null,"text":"# microsoft/content-processing-solution-accelerator\n\nDescription: Programmatically extract data and apply schemas to unstructured documents across text-based and multi-modal content using Azure AI Foundry, Azure OpenAI, Azure AI Content Understanding, and Cosmos DB.\n\nLanguage: Python\n\nLicense: MIT\n\nStars: 226\n\nForks: 193\n\nOpen issues: 21\n\nCreated: 2025-03-17T16:10:24Z\n\nPushed: 2026-06-11T06:09:24Z\n\nDefault branch: main\n\nFork: no\n\nArchived: no\n\nREADME:\n# Content Processing Solution Accelerator\n\n> [!WARNING]\n> **Important Update**\n> We've made major updates to Agentic Content Processing that include breaking changes. If you need the previous version, you can still find it in the [v1 branch](https://github.com/microsoft/content-processing-solution-accelerator/tree/cps-v1).\n\nProcess multi-document claims by extracting data from each document, applying schemas with confidence scoring, and generating AI-powered summaries and gap analysis across the entire claim. Upload multiple files — invoices, forms, images, contracts — to a single claim, and the solution automatically processes each document through a multi-modal content extraction pipeline, then orchestrates cross-document summarization and gap identification using an Agent Framework Workflow Engine.\n\nThe core content processing engine supports text, images, tables and graphs with schema-based transformation and confidence scoring. These capabilities can be applied to numerous use cases including: insurance claims processing, contract review, invoice processing, ID verification, and logistics shipment record processing.\n\n---\n\n[**SOLUTION OVERVIEW**](#solution-overview) \\| [**QUICK DEPLOY**](#quick-deploy) \\| [**BUSINESS SCENARIO**](#business-scenario) \\| [**SUPPORTING DOCUMENTATION**](#supporting-documentation)\n\n---\n\n**Note:** With any AI solutions you create using these templates, you are responsible for assessing all associated risks and for complying with all applicable laws and safety standards. Learn more in the transparency documents for [Agent Service](https://learn.microsoft.com/en-us/azure/ai-foundry/responsible-ai/agents/transparency-note) and [Agent Framework](https://github.com/microsoft/agent-framewor"},{"ref":"P17","kind":"page","title":"microsoft/Modernize-your-code-solution-accelerator repository metadata","date":"2026-06-11T07:04:20.202865+00:00","date_source":null,"source_url":"https://github.com/microsoft/Modernize-your-code-solution-accelerator","signal_url":null,"signal_json_url":null,"text":"# microsoft/Modernize-your-code-solution-accelerator\n\nDescription: Designed to help customers transition their SQL queries to new environments quickly and efficiently. This accelerator is particularly useful for organizations modernizing their data estates, as it simplifies the process of translating SQL queries from various dialects.\n\nLanguage: Python\n\nLicense: MIT\n\nStars: 133\n\nForks: 514\n\nOpen issues: 8\n\nCreated: 2025-02-03T23:02:38Z\n\nPushed: 2026-06-11T06:31:11Z\n\nDefault branch: main\n\nFork: no\n\nArchived: no\n\nREADME:\n# Modernize your code solution accelerator\n\nWelcome to the *Modernize your code* solution accelerator, designed to help customers transition their SQL queries to new environments quickly and efficiently. This accelerator is particularly useful for organizations modernizing their data estates, as it simplifies the process of translating SQL queries from various dialects.\n\nWhen dealing with legacy code, users often face significant challenges, including the absence of proper documentation, loss of knowledge of outdated languages, and missing business logic that explains functional requirements.\n\nThe Modernize your code solution accelerator allows users to specify a group of SQL queries and the target SQL dialect for translation. It then initiates a batch process where each query is translated using a group of Large Language Model (LLM) agents. This automation not only saves time but also ensures accuracy and consistency in query translation.\n\n---\n\n[**SOLUTION OVERVIEW**](#solution-overview) \\| [**QUICK DEPLOY**](#quick-deploy) \\| [**BUSINESS SCENARIO**](#business-scenario) \\| [**SUPPORTING DOCUMENTATION**](#supporting-documentation)\n\n---\n\n**Note:** With any AI solutions you create using these templates, you are responsible for assessing all associated risks and for complying with all applicable laws and safety standards. Learn more in the transparency documents for [Agent Service](https://learn.microsoft.com/en-us/azure/ai-foundry/responsible-ai/agents/transparency-note) and [Agent Framework](https://github.com/microsoft/agent-framework/blob/main/TRANSPARENCY_FAQ.md).\n\n<img src=\"./docs/images/read_me/solution-overview.png\" width=\"48\" />\n\n## Solution"},{"ref":"P18","kind":"page","title":"microsoft/accessibility-insights-action v3.9.0-sources-ado","date":"2026-06-11T07:04:19.96947+00:00","date_source":null,"source_url":"https://github.com/microsoft/accessibility-insights-action/releases/tag/v3.9.0-sources-ado","signal_url":null,"signal_json_url":null,"text":"# Accessibility Insights for Azure DevOps v3.9.0\n\nRepository: microsoft/accessibility-insights-action\n\nTag: v3.9.0-sources-ado\n\nPublished: 2024-09-10T17:28:47Z\n\nPrerelease: no\n\nRelease notes:\n## Accessibility Insights for Azure DevOps v3.9.0\n\n[Get the extension in the Visual Studio Marketplace (Microsoft-Internal Only)](https://marketplace.visualstudio.com/items?itemName=accessibility-insights.prod)\n\nWelcome to the Sep 05, 2024 release of Accessibility Insights for Azure DevOps! \n\n## Highlights\n\nIn v3.9.0, we have made the following updates to:\n* Enable option to use azure artifact feed URL to install runtime dependencies (#2162)\n\n<details><summary><b>Full Changelog</b></summary>\n\n* e31b238daeee942a74f99467ff0e7abe7c397f2b feat(private npm registry): Enable option to use private npm registry Url in a11y ado extension (#2162) [ #123, #0000 ]\n* 0ff14982e4adadceb10cb740d976072a7759a444 chore(deps-dev): Bump typescript from 5.4.5 to 5.5.4 (#2137) [ #58771, #59208, #59337, #59348, #59070, #59160, #59325, #59330, #59215 ]\n* c62381700ebce939a757967a5ed74387d070cb8d chore(deps): Bump react-dom from 18.2.0 to 18.3.1 (#2134) [ #25383, #25699, #25697, #28874, #28872 ]\n* 08747ce5ff3b1f2bbba429a2f93712d82423fac3 chore(deps-dev): Bump webpack from 5.92.1 to 5.93.0 (#2133)\n* 9e01b31f7cd2b883308b7bd6a94dd0e481cf4f4c chore(deps-dev): Bump @types/lodash from 4.17.5 to 4.17.7 (#2129)\n* ef7285839d6ec24e2c6e37e780eaff6c92a5cb50 chore: Added resolutions in package.json file to resolve CVE-2024-378… (#2125)\n\nThis list of changes was [auto generated](https://dev.azure.com/mseng/1ES/_build/results?buildId=29028151&view=logs)."},{"ref":"P19","kind":"page","title":"microsoft/accessibility-insights-action v3.9.1-sources-ado","date":"2026-06-11T07:04:19.797336+00:00","date_source":null,"source_url":"https://github.com/microsoft/accessibility-insights-action/releases/tag/v3.9.1-sources-ado","signal_url":null,"signal_json_url":null,"text":"# Accessibility Insights for Azure DevOps v3.9.1\n\nRepository: microsoft/accessibility-insights-action\n\nTag: v3.9.1-sources-ado\n\nPublished: 2024-10-04T16:58:38Z\n\nPrerelease: no\n\nRelease notes:\n## Accessibility Insights for Azure DevOps v3.9.1\n\n[Get the extension in the Visual Studio Marketplace (Microsoft-Internal Only)](https://marketplace.visualstudio.com/items?itemName=accessibility-insights.prod)\n\nWelcome to the Oct 02, 2024 release of Accessibility Insights for Azure DevOps! \n\n## Highlights\n\nIn v3.9.1, we have made the following updates to:\n* Fix service account authentication failure for crawling urls(#2182)\n* Ignore yarn_* environment variables to install runtime dependencies(#2186)\n\n<details><summary><b>Full Changelog</b></summary>\n\n* 7c190bec56c2289263f249991f1a97c87af83241 fix: service account authentication and ignore yarn config from environment variables (#2186) [ #2182, #123 ]\n* db5d91a3539c6e16715fdf92fa385f56350557bd fix: skip codecov publish report step in ci pipeline (#2183) [ #0000 ]\n* c0ad889fad54b738f075dada13768ef1ea0f973c chore: Added resolutions in package.json file to resolve CG Alerts (#2172) [ #123, #0000 ]\n* a47cdcf37cb7e48bccf194047edc609e07c28989 chore(deps-dev): Bump webpack from 5.93.0 to 5.94.0 (#2161)\n* ca21bea8bc9edba55625dfb56891d02d52c340a7 chore(deps-dev): Bump ts-jest from 29.1.5 to 29.2.5 (#2157) [ #4499, #4468, #4473, #4439, #4156 ]\n* 9660666afc35a120141b1f9bfe2de8655837e8a7 chore(deps): Bump micromatch from 4.0.4 to 4.0.8 (#2160) [ #266 ]\n* a7b41123cac65c4253712b5ad3de5c4973962367 chore(deps-dev): Bump jest-file-snapshot from 0.5.0 to 0.7.0 (#2147) [ #31, #30, #25, #23, #29 ]\n* 2ee155cbbae2cb00a76d5fec8d9e439f884e3b62 chore(deps): Bump marked-terminal from 7.0.0 to 7.1.0 (#2146) [ #290, #291, #282, #285, #287, #289, #288, #281, #280 ]\n* 5c9721b64fbd9370fccae48db57b1541fa22ed43 chore: Upgraded package versions for CGAlerts (#2170) [ #123, #0000 ]\n* 9e110182defd934383bc2fb252082d6f9c9394dd feat(private npm registry): Updated ADO task validation pipeline for private registry parameter (#2166) [ #123, #0000 ]\n<details><summary><b>See More</b></summary>\n\n* a2a794c6b13ac023a54a86c4dafd18e3e0db2f88 chore(deps): Bump azure-pipeli"},{"ref":"P20","kind":"page","title":"microsoft/accessibility-insights-action v3.10.0-sources-ado","date":"2026-06-11T07:04:19.512463+00:00","date_source":null,"source_url":"https://github.com/microsoft/accessibility-insights-action/releases/tag/v3.10.0-sources-ado","signal_url":null,"signal_json_url":null,"text":"# Accessibility Insights for Azure DevOps v3.10.0\n\nRepository: microsoft/accessibility-insights-action\n\nTag: v3.10.0-sources-ado\n\nPublished: 2025-02-13T16:51:39Z\n\nPrerelease: no\n\nRelease notes:\n## Accessibility Insights for Azure DevOps v3.10.0\n[Get the extension in the Visual Studio Marketplace (Microsoft-Internal Only)](https://marketplace.visualstudio.com/items?itemName=accessibility-insights.prod)\n\nWelcome to the Feb 12, 2025 release of Accessibility Insights for Azure DevOps! \n\n## Highlights\n\nIn v3.10.0, we have made the following updates to:\n* Update to use axe-core 4.10.2 (https://github.com/microsoft/accessibility-insights-action/pull/2264) . Check the [axe-core](https://github.com/dequelabs/axe-core/releases) release notes for more details.\n* Removed deprecated rules aria-roledescription and duplicate-id-active.\n* Upgrade Node to v20 for installing runtime dependencies for ado-extension. (https://github.com/microsoft/accessibility-insights-action/pull/2220)\n\n<details><summary><b>Full Changelog</b></summary>\n\n* 9c8051fae9c71fe2949be7628f5518d9b3c4eae3 fix: renamed downloadPath parameter to targetPath (#2273) [ #123, #0000 ]\n* 23a997f074eee5bb62c59078877c919630734b53 fix: update dependency tree in production release pipeline (#2272) [ #123, #0000 ]\n* eb95392221291d10071bd9f51d7eafe2b7cbfc2d chore(deps): update accessibility insights scan package to latest (#2270) [ #123, #0000 ]\n* b603428338315974297591ba683d5d76278e2c66 feat: Update report and AI-scan package dependency for axe core and n… (#2264) [ #0000 ]\n* ff72aa48168afc65cead30247ca4ebdf54c49311 Breaking Change: Update node version to 20.x (#2220) [ #0000 ]\n* f9ecadc40617391daa7a8a7cbaaedcf7eb007965 fix: Fix Dependency Confusion vulnerability (#2258) [ #123 ]\n* 36096c7a20efca33f16e5c784abb0608c71739b4 chore(deps-dev): Bump @types/lodash from 4.17.12 to 4.17.13 (#2217)\n* f8b4e3aa8b8c718a56d8b31b397e664dc4c538e3 chore(deps): Bump nanoid from 3.3.6 to 3.3.8 (#2244) [ #510 ]\n* 94bd16227ab00ad99d0cba9d0bc17e401e385cc5 fix: changing validation pattern for keepurlfragment cases (#2249)\n* 65aa3867c444573a8dd513fa62ec3fe7f3edecc8 fix: Resolved issue in pipeline validation for CreateReleaseTag (#2248) [ #123, "},{"ref":"P21","kind":"page","title":"microsoft/fluentui-blazor v4.13.1","date":"2026-06-11T07:04:19.460623+00:00","date_source":null,"source_url":"https://github.com/microsoft/fluentui-blazor/releases/tag/v4.13.1","signal_url":null,"signal_json_url":null,"text":"# v4.13.1\n\nRepository: microsoft/fluentui-blazor\n\nTag: v4.13.1\n\nPublished: 2025-10-29T15:16:53Z\n\nPrerelease: no\n\nRelease notes:\n## What's Changed\n* [General] Fix ADO pipelines by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4227\n* [Chore] Prepare for next release by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4229\n* [AutoComplete] Override FocusAsync in FluentAutoComplete by @MarvinKlein1508 in https://github.com/microsoft/fluentui-blazor/pull/4230\n* [Templates] Fix .NET 10 Web App template by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4242\n* [Menu] Add null checks for modules on DisposeAsync by @Tyme-Bleyaert in https://github.com/microsoft/fluentui-blazor/pull/4249\n* [Menu] Fix dispose error by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4256\n* [Combobox] Fix presetting option by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4255\n* [Menu] More fixes for dispose error by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4258\n* [Icons] Update Fluent UI System Icons to 1.1.313 by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4271\n* [Chore] Prepare for release by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4272\n\n**Full Changelog**: https://github.com/microsoft/fluentui-blazor/compare/v4.13.0...v4.13.1"},{"ref":"P22","kind":"page","title":"microsoft/fluentui-blazor v4.13.2","date":"2026-06-11T07:04:19.330264+00:00","date_source":null,"source_url":"https://github.com/microsoft/fluentui-blazor/releases/tag/v4.13.2","signal_url":null,"signal_json_url":null,"text":"# v4.13.2\n\nRepository: microsoft/fluentui-blazor\n\nTag: v4.13.2\n\nPublished: 2025-11-27T14:20:34Z\n\nPrerelease: no\n\nRelease notes:\n## What's Changed\n* [General] Fix ADO pipelines by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4227\n* [Chore] Prepare for next release by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4229\n* [AutoComplete] Override FocusAsync in FluentAutoComplete by @MarvinKlein1508 in https://github.com/microsoft/fluentui-blazor/pull/4230\n* [Templates] Fix .NET 10 Web App template by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4242\n* [Menu] Add null checks for modules on DisposeAsync by @Tyme-Bleyaert in https://github.com/microsoft/fluentui-blazor/pull/4249\n* [Menu] Fix dispose error by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4256\n* [Combobox] Fix presetting option by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4255\n* [Menu] More fixes for dispose error by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4258\n* [Icons] Update Fluent UI System Icons to 1.1.313 by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4271\n* [Chore] Prepare for release by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4272\n* Update deploy_demo.yml by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4275\n* Add PublishDemoLocally script by @dvoituron in https://github.com/microsoft/fluentui-blazor/pull/4277\n* [Chore] Set all GH workflows to use NET 10 SDK by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4279\n* [Chore] Prepare for next release by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4273\n* [SortableList] Handle JS errors in a better way by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4286\n* [main] Merge main branch to dev by @dvoituron in https://github.com/microsoft/fluentui-blazor/pull/4293\n* [Grid] Use more presice values for width percentages by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4299\n* [AccordionItem] Add HeadingTooltip parameter by @vnbaaij in https://github.com/microsoft/fluentui-blazor/pull/4306\n* [Templates] Fix .net10 web app rename issue by"},{"ref":"P23","kind":"page","title":"microsoft/vscode-eslint release/3.0.20","date":"2026-06-11T07:04:19.182333+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-eslint/releases/tag/release/3.0.20","signal_url":null,"signal_json_url":null,"text":"# release/3.0.20\n\nRepository: microsoft/vscode-eslint\n\nTag: release/3.0.20\n\nPublished: 2025-12-08T08:27:32Z\n\nPrerelease: no\n\nRelease notes:\n## Changes:\n\n* #2081: support setting command in config for lintTask\n* #2084: Delete old .eslintrc.json config files\n* #2083: Dbaeumer/senior-skink-amethyst\n* #2075: Fix workspaceFolder check to use optional chaining\n* #2068: Support realpaths with config\n* #2066: docs: Remove duplicate text in README.md\n* #2069: Add probe support for Ember's glimmer-ts/glimmer-js format\n* #2062: docs: Update ESLint installation and configuration instructions\n* #2059: Merge 3.17.0 release into main\n* #2058: Add probe support for CSS\n<details><summary><b>See More</b></summary>\n\n* #2043: Merge release into main\n* #2042: Fix ESLint disable comment fallback to use /* instead of /** for unknown languages\n\nThis list of changes was [auto generated](https://dev.azure.com/monacotools/Monaco/_build/results?buildId=374438&view=logs).</details>"},{"ref":"P24","kind":"page","title":"microsoft/amplifier-bundle-attractor repository metadata","date":"2026-06-11T07:04:19.041275+00:00","date_source":null,"source_url":"https://github.com/microsoft/amplifier-bundle-attractor","signal_url":null,"signal_json_url":null,"text":"# microsoft/amplifier-bundle-attractor\n\nDescription: Attractor bundle for the Amplifier project\n\nLanguage: Python\n\nLicense: MIT\n\nStars: 6\n\nForks: 1\n\nOpen issues: 0\n\nCreated: 2026-02-13T16:55:39Z\n\nPushed: 2026-06-11T05:33:58Z\n\nDefault branch: main\n\nFork: no\n\nArchived: no\n\nREADME:\n# Attractor\n\nMulti-stage AI pipelines for code. Plan, implement, test, review — orchestrated as\ndirected graphs.\n\n## Upstream Attribution and Layering\n\nThis bundle implements the **attractor nlspec** defined at\n[github.com/strongdm/attractor](https://github.com/strongdm/attractor). Community\n`.dot` files written against the canonical spec should work without modification.\n\nWe extend the spec selectively where high-value additions warrant it. Every extension is\nbackward-compatible and documented in [`specs/EXTENSIONS.md`](specs/EXTENSIONS.md).\nIf you find behavior that diverges from the canonical spec without an entry in that file,\ntreat it as a bug.\n\n**Dependency awareness.** Per the Amplifier ecosystem\n[REPOSITORY_RULES.md](https://github.com/microsoft/amplifier-foundation/blob/main/docs/REPOSITORY_RULES.md):\nthis bundle's declared code dependencies are `amplifier-core` and its own internal modules.\nIt does not reference downstream consumers (resolvers, orchestration platforms, or\napplication bundles). The one documented lineage exception is `amplifier-bundle-recipes`:\nattractor is a follow-up to that recipe-bundle work, and specific recipe patterns may be\ncited as prior-art inspiration where useful.\n\n## Documentation\n\n| Guide | Description |\n|-------|-------------|\n| [Getting Started](docs/GETTING-STARTED.md) | Installation, first pipeline run, provider selection, common gotchas |\n| [DOT Authoring Guide](docs/DOT-AUTHORING-GUIDE.md) | How to design effective pipelines -- patterns, attributes, fidelity, stylesheets |\n| [DOT Syntax Reference](docs/DOT-SYNTAX.md) | Quick reference tables and copy-paste patterns |\n| [Routing Reference](docs/ROUTING-REFERENCE.md) | Edge selection algorithm, `report_outcome` tool, condition expressions, common pitfalls |\n| [App Integration Guide](docs/APP-INTEGRATION-GUIDE.md) | Using pipelines from Python applications (DirectProvider vs AmplifierSession) |\n"},{"ref":"P25","kind":"page","title":"microsoft/vscode-fabric v0.35.5-pre","date":"2026-06-11T07:04:19.036931+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-fabric/releases/tag/v0.35.5-pre","signal_url":null,"signal_json_url":null,"text":"# 0.35.5-pre\n\nRepository: microsoft/vscode-fabric\n\nTag: v0.35.5-pre\n\nPublished: 2026-02-11T21:51:54Z\n\nPrerelease: yes\n\nRelease notes:\n## What's Changed\n* Adds progress indicator for long running operations by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/22\n\n**Full Changelog**: https://github.com/microsoft/vscode-fabric/commits/v0.35.5-pre"},{"ref":"P26","kind":"page","title":"microsoft/vscode-fabric v0.35.6-pre","date":"2026-06-11T07:04:18.964326+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-fabric/releases/tag/v0.35.6-pre","signal_url":null,"signal_json_url":null,"text":"# 0.35.6-pre\n\nRepository: microsoft/vscode-fabric\n\nTag: v0.35.6-pre\n\nPublished: 2026-02-11T21:53:04Z\n\nPrerelease: yes\n\nRelease notes:\n## What's Changed\n* Improve local folder experience by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/24\n\n**Full Changelog**: https://github.com/microsoft/vscode-fabric/compare/v0.35.5-pre...v0.35.6-pre"},{"ref":"P27","kind":"page","title":"microsoft/vscode-fabric v0.35.12-pre","date":"2026-06-11T07:04:18.844356+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-fabric/releases/tag/v0.35.12-pre","signal_url":null,"signal_json_url":null,"text":"# 0.35.12-pre\n\nRepository: microsoft/vscode-fabric\n\nTag: v0.35.12-pre\n\nPublished: 2026-02-11T21:54:15Z\n\nPrerelease: yes\n\nRelease notes:\n## What's Changed\n* Adds sign-up button when user does not have a Fabric account by @cpeth in https://github.com/microsoft/vscode-fabric/pull/25\n* Migrate uri handler to use download item definition by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/42\n* Include 'Create item' on an artifact type node by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/43\n* Local folders recurse by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/44\n* Add better error message when there is an API version mismatch by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/45\n\n**Full Changelog**: https://github.com/microsoft/vscode-fabric/compare/v0.35.6-pre...v0.35.12-pre"},{"ref":"P28","kind":"page","title":"microsoft/vscode-fabric v0.35.13-pre","date":"2026-06-11T07:04:18.692193+00:00","date_source":null,"source_url":"https://github.com/microsoft/vscode-fabric/releases/tag/v0.35.13-pre","signal_url":null,"signal_json_url":null,"text":"# 0.35.13-pre\n\nRepository: microsoft/vscode-fabric\n\nTag: v0.35.13-pre\n\nPublished: 2026-02-11T21:55:20Z\n\nPrerelease: yes\n\nRelease notes:\n## What's Changed\n* Adds an action to the publish notification to \"Open in Fabric\" by @wade0016 in https://github.com/microsoft/vscode-fabric/pull/50\n\n**Full Changelog**: https://github.com/microsoft/vscode-fabric/compare/v0.35.12-pre...v0.35.13-pre"},{"ref":"E1","kind":"event","title":"microsoft/accessibility-insights-web web@2.47.0","date":"2026-06-11T06:37:28+00:00","date_source":"source","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","signal_url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","signal_json_url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f/signal.json","text":"release · microsoft/accessibility-insights-web web@2.47.0 · signal_desk=releases · occurred_at=2026-06-11T06:37:28+00:00 · url=https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0 · raw={\"repo\":\"microsoft/accessibility-insights-web\"}"},{"ref":"E2","kind":"event","title":"microsoft/content-processing-solution-accelerator v2.1.1","date":"2026-06-11T06:06:46+00:00","date_source":"source","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","signal_url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","signal_json_url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a/signal.json","text":"release · microsoft/content-processing-solution-accelerator v2.1.1 · signal_desk=releases · occurred_at=2026-06-11T06:06:46+00:00 · url=https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1 · raw={\"repo\":\"microsoft/content-processing-solution-accelerator\"}"},{"ref":"E3","kind":"event","title":"microsoft/CsWin32 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