{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/mu_plus v2025110000.0.4","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff","json_url":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff/signal.json","generated_at":"2026-06-11T03:37:04.835649+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff","signal_json":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff/signal.json","source":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/mu_plus v2025110000.0.4 (microsoft/mu_plus). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine firmware update release. · v2025110000.0.4 Repository: microsoft/mu_plus Tag: v2025110000.0.4 Published: 2026-04-23T20:05:35Z Prerelease: no Release notes: What's Changed <ul> <li> Skip Mu PR.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","source_host":"github.com","occurred_at":"2026-04-23T20:05:35+00:00","first_seen_at":"2026-06-06T07:00:06.411378+00:00","date_source":"source","context":"microsoft/mu_plus"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/mu_plus","source":"source"},{"label":"Release","value":"v2025110000.0.4","source":"source"},{"label":"Notability","value":"Routine firmware update release.","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:04.835649+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Microsoft's release signal \"microsoft/mu_plus v2025110000.0.4\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/mu_plus v2025110000.0.4","text":"Microsoft released microsoft/mu_plus v2025110000.0.4."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"is classified as","object":"release signal","text":"microsoft/mu_plus v2025110000.0.4 is classified as release signal."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"belongs to","object":"releases desk","text":"microsoft/mu_plus v2025110000.0.4 belongs to releases desk."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has context","object":"microsoft/mu_plus","text":"microsoft/mu_plus v2025110000.0.4 has context microsoft/mu_plus."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/mu_plus v2025110000.0.4 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has captured page count","object":"1","text":"microsoft/mu_plus v2025110000.0.4 has captured page count 1."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has readable page count","object":"1","text":"microsoft/mu_plus v2025110000.0.4 has readable page count 1."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has related signal count","object":"6","text":"microsoft/mu_plus v2025110000.0.4 has related signal count 6."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"microsoft/mu_plus v2025110000.0.4 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has source host","object":"github.com","text":"microsoft/mu_plus v2025110000.0.4 has source host github.com."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has lab","object":"Microsoft","text":"microsoft/mu_plus v2025110000.0.4 has lab Microsoft."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has signal desk","object":"releases","text":"microsoft/mu_plus v2025110000.0.4 has signal desk releases."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has source host","object":"github.com","text":"microsoft/mu_plus v2025110000.0.4 has source host github.com."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has repository","object":"microsoft/mu_plus","text":"microsoft/mu_plus v2025110000.0.4 has repository microsoft/mu_plus."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has release","object":"v2025110000.0.4","text":"microsoft/mu_plus v2025110000.0.4 has release v2025110000.0.4."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has notability","object":"Routine firmware update release.","text":"microsoft/mu_plus v2025110000.0.4 has notability Routine firmware update release.."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has watch term","object":"Infrastructure","text":"microsoft/mu_plus v2025110000.0.4 has watch term Infrastructure."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has watch term","object":"Safety and alignment","text":"microsoft/mu_plus v2025110000.0.4 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/mu_plus v2025110000.0.4 (microsoft/mu_plus). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine firmware update release. · v2025110000.0.4 Repository: microsoft/mu_plus Tag: v2025110000.0.4 Published: 2026-04-23T20:05:35Z Prerelease: no Release notes: What's Changed <ul> <li> Skip Mu PR.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/mu_plus v2025110000.0.4","text":"Microsoft released microsoft/mu_plus v2025110000.0.4."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"is classified as","object":"release signal","text":"microsoft/mu_plus v2025110000.0.4 is classified as release signal."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"belongs to","object":"releases desk","text":"microsoft/mu_plus v2025110000.0.4 belongs to releases desk."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has context","object":"microsoft/mu_plus","text":"microsoft/mu_plus v2025110000.0.4 has context microsoft/mu_plus."},{"subject":"microsoft/mu_plus v2025110000.0.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/mu_plus v2025110000.0.4 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"88b58894-7603-4188-ad52-c1ddf4efc8ff","url":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff","json_url":"https://onlylabs.fyi/signals/88b58894-7603-4188-ad52-c1ddf4efc8ff/signal.json","source_url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","title":"microsoft/mu_plus v2025110000.0.4","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/mu_plus","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-23T20:05:35+00:00","first_seen_at":"2026-06-06T07:00:06.411378+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4"]},"facets":{"repo":"microsoft/mu_plus"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","final_url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","title":"microsoft/mu_plus v2025110000.0.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:04.835649+00:00","bytes":9861,"raw_path":"7a32ea6468a893d5e3fdc90c16655bf1ff2cc18fd5f077021ec39ebdf3abdf53.json","content_hash":"4b70a852efe9672ad853094f193be7a6575db65f7657865377c0de66b145322d","excerpt_chars":1200,"truncated":true,"excerpt":"v2025110000.0.4 Repository: microsoft/mu_plus Tag: v2025110000.0.4 Published: 2026-04-23T20:05:35Z Prerelease: no Release notes: What's Changed <ul> <li> Skip Mu PR validation for PRs targeting non-default branches @makubacki (#872) <br> <details> <summary>Change Details</summary> <blockquote> <!-- Non-breaking space to have content if body is empty --> &nbsp; ## Description Because mu-pr-validation.yml is in the default branch (release/202511) and runs on a workflow_run trigger for the CodeQL workflow where the CodeQL workflow runs for all release branches, the Mu PR Validation workflow will run for all PRs targeting any release branch. Because mu_tiano_platforms is only compatible with default branches, we want to skip Mu PR Validation targeting those non-default branches. - [ ] Impacts functionality? - [ ] Impacts security? - [ ] Breaking change? - [ ] Includes tests? - [ ] Includes documentation? How This Was Tested Verified for PRs against the default on non-default branch on my fork. **Non-Default Case (Skip)** <img width=\"1513\" height=\"994\" alt=\"image\" src=\"https://github.com/user-attachments/assets/5c36af3b-13b5-45ce-a202-2fb61f313cad\" /> **Default Case (Run)** <img..."},"evidence_pages":[{"url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","final_url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.4","title":"microsoft/mu_plus v2025110000.0.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:04.835649+00:00","bytes":9861,"raw_path":"7a32ea6468a893d5e3fdc90c16655bf1ff2cc18fd5f077021ec39ebdf3abdf53.json","content_hash":"4b70a852efe9672ad853094f193be7a6575db65f7657865377c0de66b145322d","excerpt_chars":1200,"truncated":true,"excerpt":"v2025110000.0.4 Repository: microsoft/mu_plus Tag: v2025110000.0.4 Published: 2026-04-23T20:05:35Z Prerelease: no Release notes: What's Changed <ul> <li> Skip Mu PR validation for PRs targeting non-default branches @makubacki (#872) <br> <details> <summary>Change Details</summary> <blockquote> <!-- Non-breaking space to have content if body is empty --> &nbsp; ## Description Because mu-pr-validation.yml is in the default branch (release/202511) and runs on a workflow_run trigger for the CodeQL workflow where the CodeQL workflow runs for all release branches, the Mu PR Validation workflow will run for all PRs targeting any release branch. Because mu_tiano_platforms is only compatible with default branches, we want to skip Mu PR Validation targeting those non-default branches. - [ ] Impacts functionality? - [ ] Impacts security? - [ ] Breaking change? - [ ] Includes tests? - [ ] Includes documentation? How This Was Tested Verified for PRs against the default on non-default branch on my fork. **Non-Default Case (Skip)** <img width=\"1513\" height=\"994\" alt=\"image\" src=\"https://github.com/user-attachments/assets/5c36af3b-13b5-45ce-a202-2fb61f313cad\" /> **Default Case (Run)** <img..."}],"related_signals":[{"id":"432f6193-5e4c-4f16-bbe0-6a87ef01916f","url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","title":"microsoft/accessibility-insights-web web@2.47.0","context":"microsoft/accessibility-insights-web","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:37:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"afc38512-1630-4041-9fb3-39414d8d2b0a","url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","title":"microsoft/content-processing-solution-accelerator v2.1.1","context":"microsoft/content-processing-solution-accelerator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:06:46+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"5271de48-ab99-4310-8d2c-174188866071","url":"https://onlylabs.fyi/signals/5271de48-ab99-4310-8d2c-174188866071","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.287","title":"microsoft/CsWin32 v0.3.287","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T04:22:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"6adcd577-5563-4fd8-85dd-268919492cf0","url":"https://onlylabs.fyi/signals/6adcd577-5563-4fd8-85dd-268919492cf0","source_url":"https://github.com/microsoft/sqltoolsservice/releases/tag/6.0.20260610.1","title":"microsoft/sqltoolsservice 6.0.20260610.1","context":"microsoft/sqltoolsservice","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T23:57:44+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"7557f4d3-5544-422b-b39d-1e668cb0dfa5","url":"https://onlylabs.fyi/signals/7557f4d3-5544-422b-b39d-1e668cb0dfa5","source_url":"https://github.com/microsoft/agent-framework/releases/tag/dotnet-1.10.0","title":"microsoft/agent-framework dotnet-1.10.0","context":"microsoft/agent-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:50:17+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"e18f0e7d-b1df-421e-a845-19cad8151a11","url":"https://onlylabs.fyi/signals/e18f0e7d-b1df-421e-a845-19cad8151a11","source_url":"https://github.com/microsoft/ai4s-jobq/releases/tag/v3.13.1","title":"microsoft/ai4s-jobq v3.13.1","context":"microsoft/ai4s-jobq","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:19:31+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"}]}