{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/mu_plus v2025110000.0.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4","json_url":"https://onlylabs.fyi/signals/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4/signal.json","generated_at":"2026-06-11T03:37:06.304618+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/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4","signal_json":"https://onlylabs.fyi/signals/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4/signal.json","source":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.0","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 v2025110000.0.0 (microsoft/mu_plus). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version bump release · v2025110000.0.0 Repository: microsoft/mu_plus Tag: v2025110000.0.0 Published: 2026-03-11T04:11:27Z Prerelease: no Release notes: First release compatible with.... 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/v2025110000.0.0","source_host":"github.com","occurred_at":"2026-03-11T04:11:27+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":"v2025110000.0.0","source":"source"},{"label":"Notability","value":"Routine version bump 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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/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.0","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 v2025110000.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/mu_plus v2025110000.0.0","text":"Microsoft released microsoft/mu_plus v2025110000.0.0."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/mu_plus v2025110000.0.0 is classified as release signal."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/mu_plus v2025110000.0.0 belongs to releases desk."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has context","object":"microsoft/mu_plus","text":"microsoft/mu_plus v2025110000.0.0 has context microsoft/mu_plus."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/mu_plus v2025110000.0.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has captured page count","object":"1","text":"microsoft/mu_plus v2025110000.0.0 has captured page count 1."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has readable page count","object":"1","text":"microsoft/mu_plus v2025110000.0.0 has readable page count 1."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has related signal count","object":"6","text":"microsoft/mu_plus v2025110000.0.0 has related signal count 6."},{"subject":"microsoft/mu_plus v2025110000.0.0","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 v2025110000.0.0 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 v2025110000.0.0","predicate":"has source host","object":"github.com","text":"microsoft/mu_plus v2025110000.0.0 has source host github.com."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has lab","object":"Microsoft","text":"microsoft/mu_plus v2025110000.0.0 has lab Microsoft."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has signal desk","object":"releases","text":"microsoft/mu_plus v2025110000.0.0 has signal desk releases."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has source host","object":"github.com","text":"microsoft/mu_plus v2025110000.0.0 has source host github.com."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has repository","object":"microsoft/mu_plus","text":"microsoft/mu_plus v2025110000.0.0 has repository microsoft/mu_plus."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has release","object":"v2025110000.0.0","text":"microsoft/mu_plus v2025110000.0.0 has release v2025110000.0.0."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has notability","object":"Routine version bump release","text":"microsoft/mu_plus v2025110000.0.0 has notability Routine version bump release."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/mu_plus v2025110000.0.0 (microsoft/mu_plus). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version bump release · v2025110000.0.0 Repository: microsoft/mu_plus Tag: v2025110000.0.0 Published: 2026-03-11T04:11:27Z Prerelease: no Release notes: First release compatible with.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/mu_plus v2025110000.0.0","text":"Microsoft released microsoft/mu_plus v2025110000.0.0."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/mu_plus v2025110000.0.0 is classified as release signal."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/mu_plus v2025110000.0.0 belongs to releases desk."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has context","object":"microsoft/mu_plus","text":"microsoft/mu_plus v2025110000.0.0 has context microsoft/mu_plus."},{"subject":"microsoft/mu_plus v2025110000.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/mu_plus v2025110000.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4","url":"https://onlylabs.fyi/signals/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4","json_url":"https://onlylabs.fyi/signals/7897bc8b-83b9-4ff0-a5ee-d8e9d26ca0f4/signal.json","source_url":"https://github.com/microsoft/mu_plus/releases/tag/v2025110000.0.0","title":"microsoft/mu_plus v2025110000.0.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually 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