{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/benchmark-qed release/v0.3.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7eb16cc3-ee79-4844-80ec-5073d61d3a4b","json_url":"https://onlylabs.fyi/signals/7eb16cc3-ee79-4844-80ec-5073d61d3a4b/signal.json","generated_at":"2026-06-11T03:44:14.113895+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/7eb16cc3-ee79-4844-80ec-5073d61d3a4b","signal_json":"https://onlylabs.fyi/signals/7eb16cc3-ee79-4844-80ec-5073d61d3a4b/signal.json","source":"https://github.com/microsoft/benchmark-qed/releases/tag/release/v0.3.0","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/benchmark-qed release/v0.3.0 (microsoft/benchmark-qed). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine benchmark release, minor update · 0.3.0 Repository: microsoft/benchmark-qed Tag: release/v0.3.0 Published: 2025-06-30T18:06:27Z Prerelease: no Release notes: 0.3.0 - minor: add assertions evaluation.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/benchmark-qed/releases/tag/release/v0.3.0","source_host":"github.com","occurred_at":"2025-06-30T18:06:27+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/benchmark-qed"},"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/benchmark-qed","source":"source"},{"label":"Release","value":"0.3.0","source":"source"},{"label":"Notability","value":"Routine benchmark release, minor update","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"Eval 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quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7eb16cc3-ee79-4844-80ec-5073d61d3a4b/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":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Evals and quality?","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/7eb16cc3-ee79-4844-80ec-5073d61d3a4b/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/benchmark-qed/releases/tag/release/v0.3.0","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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/benchmark-qed release/v0.3.0\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/benchmark-qed release/v0.3.0","text":"Microsoft released microsoft/benchmark-qed release/v0.3.0."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"is classified as","object":"release signal","text":"microsoft/benchmark-qed release/v0.3.0 is classified as release signal."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"belongs to","object":"releases desk","text":"microsoft/benchmark-qed release/v0.3.0 belongs to releases desk."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has context","object":"microsoft/benchmark-qed","text":"microsoft/benchmark-qed release/v0.3.0 has context microsoft/benchmark-qed."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/benchmark-qed release/v0.3.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/benchmark-qed release/v0.3.0 matches data-business lanes Evals and quality."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has captured page count","object":"1","text":"microsoft/benchmark-qed release/v0.3.0 has captured page count 1."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has readable page count","object":"1","text":"microsoft/benchmark-qed release/v0.3.0 has readable page count 1."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has related signal count","object":"6","text":"microsoft/benchmark-qed release/v0.3.0 has related signal count 6."},{"subject":"microsoft/benchmark-qed release/v0.3.0","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/benchmark-qed release/v0.3.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has source host","object":"github.com","text":"microsoft/benchmark-qed release/v0.3.0 has source host github.com."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has lab","object":"Microsoft","text":"microsoft/benchmark-qed release/v0.3.0 has lab Microsoft."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has signal desk","object":"releases","text":"microsoft/benchmark-qed release/v0.3.0 has signal desk releases."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has source host","object":"github.com","text":"microsoft/benchmark-qed release/v0.3.0 has source host github.com."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has repository","object":"microsoft/benchmark-qed","text":"microsoft/benchmark-qed release/v0.3.0 has repository microsoft/benchmark-qed."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has release","object":"0.3.0","text":"microsoft/benchmark-qed release/v0.3.0 has release 0.3.0."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has notability","object":"Routine benchmark release, minor update","text":"microsoft/benchmark-qed release/v0.3.0 has notability Routine benchmark release, minor update."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has radar lane","object":"Evals and quality","text":"microsoft/benchmark-qed release/v0.3.0 has radar lane Evals and quality."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has matched term","object":"benchmark","text":"microsoft/benchmark-qed release/v0.3.0 has matched term benchmark."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/benchmark-qed release/v0.3.0 (microsoft/benchmark-qed). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine benchmark release, minor update · 0.3.0 Repository: microsoft/benchmark-qed Tag: release/v0.3.0 Published: 2025-06-30T18:06:27Z Prerelease: no Release notes: 0.3.0 - minor: add assertions evaluation.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/benchmark-qed release/v0.3.0","text":"Microsoft released microsoft/benchmark-qed release/v0.3.0."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"is classified as","object":"release signal","text":"microsoft/benchmark-qed release/v0.3.0 is classified as release signal."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"belongs to","object":"releases desk","text":"microsoft/benchmark-qed release/v0.3.0 belongs to releases desk."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has context","object":"microsoft/benchmark-qed","text":"microsoft/benchmark-qed release/v0.3.0 has context microsoft/benchmark-qed."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/benchmark-qed release/v0.3.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/benchmark-qed release/v0.3.0","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/benchmark-qed release/v0.3.0 matches data-business lanes Evals and quality."}]},"signal":{"id":"7eb16cc3-ee79-4844-80ec-5073d61d3a4b","url":"https://onlylabs.fyi/signals/7eb16cc3-ee79-4844-80ec-5073d61d3a4b","json_url":"https://onlylabs.fyi/signals/7eb16cc3-ee79-4844-80ec-5073d61d3a4b/signal.json","source_url":"https://github.com/microsoft/benchmark-qed/releases/tag/release/v0.3.0","title":"microsoft/benchmark-qed release/v0.3.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/benchmark-qed","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-06-30T18:06:27+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/benchmark-qed/releases/tag/release/v0.3.0"]},"facets":{"repo":"microsoft/benchmark-qed"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":13,"matched_terms":["benchmark"],"reason":"Microsoft has a release signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/microsoft/benchmark-qed/releases/tag/release/v0.3.0","final_url":"https://github.com/microsoft/benchmark-qed/releases/tag/release/v0.3.0","title":"microsoft/benchmark-qed release/v0.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:44:14.113895+00:00","bytes":2399,"raw_path":"e3ddaebc4c2847358ac89c9e2ffd6fe4e1cfb67ba21ec12cab466d732f9ecd6d.json","content_hash":"d4e21c688e0cebbfaf7a786d0da9d715ef143bff0b1ba62dbf29141b812e4314","excerpt_chars":1200,"truncated":false,"excerpt":"0.3.0 Repository: microsoft/benchmark-qed Tag: release/v0.3.0 Published: 2025-06-30T18:06:27Z Prerelease: no Release notes: 0.3.0 - 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