{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/PAX-Cookbook v1.2.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f51e073f-136d-4a10-97e8-3d5dbe6579b4","json_url":"https://onlylabs.fyi/signals/f51e073f-136d-4a10-97e8-3d5dbe6579b4/signal.json","generated_at":"2026-06-27T04:15:25.707Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:50:36.855365+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/f51e073f-136d-4a10-97e8-3d5dbe6579b4","signal_json":"https://onlylabs.fyi/signals/f51e073f-136d-4a10-97e8-3d5dbe6579b4/signal.json","source":"https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0","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/PAX-Cookbook v1.2.0 (microsoft/PAX-Cookbook). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0","source_host":"github.com","occurred_at":"2026-06-24T13:44:34+00:00","first_seen_at":"2026-06-26T23:50:36.855365+00:00","date_source":"source","context":"microsoft/PAX-Cookbook"},"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/PAX-Cookbook","source":"source"},{"label":"Release","value":"PAX Cookbook v1.2.0","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f51e073f-136d-4a10-97e8-3d5dbe6579b4/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/f51e073f-136d-4a10-97e8-3d5dbe6579b4/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0","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":false},{"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/PAX-Cookbook v1.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/PAX-Cookbook v1.2.0","text":"Microsoft released microsoft/PAX-Cookbook v1.2.0."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"is classified as","object":"release signal","text":"microsoft/PAX-Cookbook v1.2.0 is classified as release signal."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"belongs to","object":"releases desk","text":"microsoft/PAX-Cookbook v1.2.0 belongs to releases desk."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has context","object":"microsoft/PAX-Cookbook","text":"microsoft/PAX-Cookbook v1.2.0 has context microsoft/PAX-Cookbook."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/PAX-Cookbook v1.2.0 has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has captured page count","object":"0","text":"microsoft/PAX-Cookbook v1.2.0 has captured page count 0."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has readable page count","object":"0","text":"microsoft/PAX-Cookbook v1.2.0 has readable page count 0."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has related signal count","object":"6","text":"microsoft/PAX-Cookbook v1.2.0 has related signal count 6."},{"subject":"microsoft/PAX-Cookbook v1.2.0","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/PAX-Cookbook v1.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has source host","object":"github.com","text":"microsoft/PAX-Cookbook v1.2.0 has source host github.com."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has lab","object":"Microsoft","text":"microsoft/PAX-Cookbook v1.2.0 has lab Microsoft."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has signal desk","object":"releases","text":"microsoft/PAX-Cookbook v1.2.0 has signal desk releases."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has source host","object":"github.com","text":"microsoft/PAX-Cookbook v1.2.0 has source host github.com."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has repository","object":"microsoft/PAX-Cookbook","text":"microsoft/PAX-Cookbook v1.2.0 has repository microsoft/PAX-Cookbook."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has release","object":"PAX Cookbook v1.2.0","text":"microsoft/PAX-Cookbook v1.2.0 has release PAX Cookbook v1.2.0."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/PAX-Cookbook v1.2.0 (microsoft/PAX-Cookbook). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/PAX-Cookbook v1.2.0","text":"Microsoft released microsoft/PAX-Cookbook v1.2.0."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"is classified as","object":"release signal","text":"microsoft/PAX-Cookbook v1.2.0 is classified as release signal."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"belongs to","object":"releases desk","text":"microsoft/PAX-Cookbook v1.2.0 belongs to releases desk."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has context","object":"microsoft/PAX-Cookbook","text":"microsoft/PAX-Cookbook v1.2.0 has context microsoft/PAX-Cookbook."},{"subject":"microsoft/PAX-Cookbook v1.2.0","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/PAX-Cookbook v1.2.0 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"f51e073f-136d-4a10-97e8-3d5dbe6579b4","url":"https://onlylabs.fyi/signals/f51e073f-136d-4a10-97e8-3d5dbe6579b4","json_url":"https://onlylabs.fyi/signals/f51e073f-136d-4a10-97e8-3d5dbe6579b4/signal.json","source_url":"https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0","title":"microsoft/PAX-Cookbook v1.2.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/PAX-Cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-24T13:44:34+00:00","first_seen_at":"2026-06-26T23:50:36.855365+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/PAX-Cookbook/releases/tag/v1.2.0"]},"facets":{"repo":"microsoft/PAX-Cookbook"},"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":null,"evidence_pages":[],"related_signals":[{"id":"7edfdc1b-a871-4f13-bf42-757866d037e7","url":"https://onlylabs.fyi/signals/7edfdc1b-a871-4f13-bf42-757866d037e7","source_url":"https://github.com/microsoft/azure-linux-image-tools/releases/tag/v1.5.0","title":"microsoft/azure-linux-image-tools 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