{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/PAX PAX-v1.0.4","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c219a86b-b09a-4a75-ad1b-77b2e867f3f8","json_url":"https://onlylabs.fyi/signals/c219a86b-b09a-4a75-ad1b-77b2e867f3f8/signal.json","generated_at":"2026-06-27T04:52:42.196Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:35.511753+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/c219a86b-b09a-4a75-ad1b-77b2e867f3f8","signal_json":"https://onlylabs.fyi/signals/c219a86b-b09a-4a75-ad1b-77b2e867f3f8/signal.json","source":"https://github.com/microsoft/PAX/releases/tag/PAX-v1.0.4","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/PAX PAX-v1.0.4 (microsoft/PAX). 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/releases/tag/PAX-v1.0.4","source_host":"github.com","occurred_at":"2025-10-27T04:56:23+00:00","first_seen_at":"2026-06-26T23:54:35.511753+00:00","date_source":"source","context":"microsoft/PAX"},"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","source":"source"},{"label":"Release","value":"PAX Infrastructure v1.0.4","source":"source"},{"label":"Watch 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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/c219a86b-b09a-4a75-ad1b-77b2e867f3f8/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/PAX/releases/tag/PAX-v1.0.4","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":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 PAX-v1.0.4\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/PAX PAX-v1.0.4","text":"Microsoft released microsoft/PAX PAX-v1.0.4."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"is classified as","object":"release signal","text":"microsoft/PAX PAX-v1.0.4 is classified as release signal."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"belongs to","object":"releases desk","text":"microsoft/PAX PAX-v1.0.4 belongs to releases desk."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has context","object":"microsoft/PAX","text":"microsoft/PAX PAX-v1.0.4 has context microsoft/PAX."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/PAX PAX-v1.0.4 has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has captured page count","object":"0","text":"microsoft/PAX PAX-v1.0.4 has captured page count 0."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has readable page count","object":"0","text":"microsoft/PAX PAX-v1.0.4 has readable page count 0."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has related signal count","object":"6","text":"microsoft/PAX PAX-v1.0.4 has related signal count 6."},{"subject":"microsoft/PAX PAX-v1.0.4","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/PAX PAX-v1.0.4 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has source host","object":"github.com","text":"microsoft/PAX PAX-v1.0.4 has source host github.com."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has lab","object":"Microsoft","text":"microsoft/PAX PAX-v1.0.4 has lab Microsoft."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has signal desk","object":"releases","text":"microsoft/PAX PAX-v1.0.4 has signal desk releases."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has source host","object":"github.com","text":"microsoft/PAX PAX-v1.0.4 has source host github.com."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has repository","object":"microsoft/PAX","text":"microsoft/PAX PAX-v1.0.4 has repository microsoft/PAX."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has release","object":"PAX Infrastructure v1.0.4","text":"microsoft/PAX PAX-v1.0.4 has release PAX Infrastructure v1.0.4."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has watch term","object":"Infrastructure","text":"microsoft/PAX PAX-v1.0.4 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/PAX PAX-v1.0.4 (microsoft/PAX). 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 PAX-v1.0.4","text":"Microsoft released microsoft/PAX PAX-v1.0.4."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"is classified as","object":"release signal","text":"microsoft/PAX PAX-v1.0.4 is classified as release signal."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"belongs to","object":"releases desk","text":"microsoft/PAX PAX-v1.0.4 belongs to releases desk."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has context","object":"microsoft/PAX","text":"microsoft/PAX PAX-v1.0.4 has context microsoft/PAX."},{"subject":"microsoft/PAX PAX-v1.0.4","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/PAX PAX-v1.0.4 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"c219a86b-b09a-4a75-ad1b-77b2e867f3f8","url":"https://onlylabs.fyi/signals/c219a86b-b09a-4a75-ad1b-77b2e867f3f8","json_url":"https://onlylabs.fyi/signals/c219a86b-b09a-4a75-ad1b-77b2e867f3f8/signal.json","source_url":"https://github.com/microsoft/PAX/releases/tag/PAX-v1.0.4","title":"microsoft/PAX PAX-v1.0.4","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/PAX","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-10-27T04:56:23+00:00","first_seen_at":"2026-06-26T23:54:35.511753+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/releases/tag/PAX-v1.0.4"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/PAX/releases/tag/PAX-v1.0.4"]},"facets":{"repo":"microsoft/PAX"},"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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