{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/ark v0.4.1","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7045976c-67dc-4611-b47f-7def7b1e0dc9","json_url":"https://onlylabs.fyi/signals/7045976c-67dc-4611-b47f-7def7b1e0dc9/signal.json","generated_at":"2026-06-11T03:36:15.87708+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/7045976c-67dc-4611-b47f-7def7b1e0dc9","signal_json":"https://onlylabs.fyi/signals/7045976c-67dc-4611-b47f-7def7b1e0dc9/signal.json","source":"https://github.com/microsoft/ark/releases/tag/v0.4.1","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/ark v0.4.1 (microsoft/ark). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: ARK v0.4.1 Repository: microsoft/ark Tag: v0.4.1 Published: 2023-11-16T06:06:40Z Prerelease: no Release notes: What's Changed * Fix graph optimization by @chhwang in.... 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/ark/releases/tag/v0.4.1","source_host":"github.com","occurred_at":"2023-11-16T06:06:40+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source","context":"microsoft/ark"},"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/ark","source":"source"},{"label":"Release","value":"ARK v0.4.1","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/ark/releases/tag/v0.4.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:36:15.87708+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7045976c-67dc-4611-b47f-7def7b1e0dc9/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/7045976c-67dc-4611-b47f-7def7b1e0dc9/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/ark/releases/tag/v0.4.1","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/ark v0.4.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/ark v0.4.1","text":"Microsoft released microsoft/ark v0.4.1."},{"subject":"microsoft/ark v0.4.1","predicate":"is classified as","object":"release signal","text":"microsoft/ark v0.4.1 is classified as release signal."},{"subject":"microsoft/ark v0.4.1","predicate":"belongs to","object":"releases desk","text":"microsoft/ark v0.4.1 belongs to releases desk."},{"subject":"microsoft/ark v0.4.1","predicate":"has context","object":"microsoft/ark","text":"microsoft/ark v0.4.1 has context microsoft/ark."},{"subject":"microsoft/ark v0.4.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/ark v0.4.1 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/ark v0.4.1","predicate":"has captured page count","object":"1","text":"microsoft/ark v0.4.1 has captured page count 1."},{"subject":"microsoft/ark v0.4.1","predicate":"has readable page count","object":"1","text":"microsoft/ark v0.4.1 has readable page count 1."},{"subject":"microsoft/ark v0.4.1","predicate":"has related signal count","object":"6","text":"microsoft/ark v0.4.1 has related signal count 6."},{"subject":"microsoft/ark v0.4.1","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/ark v0.4.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/ark v0.4.1","predicate":"has source host","object":"github.com","text":"microsoft/ark v0.4.1 has source host github.com."},{"subject":"microsoft/ark v0.4.1","predicate":"has lab","object":"Microsoft","text":"microsoft/ark v0.4.1 has lab Microsoft."},{"subject":"microsoft/ark v0.4.1","predicate":"has signal desk","object":"releases","text":"microsoft/ark v0.4.1 has signal desk releases."},{"subject":"microsoft/ark v0.4.1","predicate":"has source host","object":"github.com","text":"microsoft/ark v0.4.1 has source host github.com."},{"subject":"microsoft/ark v0.4.1","predicate":"has repository","object":"microsoft/ark","text":"microsoft/ark v0.4.1 has repository microsoft/ark."},{"subject":"microsoft/ark v0.4.1","predicate":"has release","object":"ARK v0.4.1","text":"microsoft/ark v0.4.1 has release ARK v0.4.1."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/ark v0.4.1 (microsoft/ark). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: ARK v0.4.1 Repository: microsoft/ark Tag: v0.4.1 Published: 2023-11-16T06:06:40Z Prerelease: no Release notes: What's Changed * Fix graph optimization by @chhwang in.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/ark v0.4.1","text":"Microsoft released microsoft/ark v0.4.1."},{"subject":"microsoft/ark v0.4.1","predicate":"is classified as","object":"release signal","text":"microsoft/ark v0.4.1 is classified as release signal."},{"subject":"microsoft/ark v0.4.1","predicate":"belongs to","object":"releases desk","text":"microsoft/ark v0.4.1 belongs to releases desk."},{"subject":"microsoft/ark v0.4.1","predicate":"has context","object":"microsoft/ark","text":"microsoft/ark v0.4.1 has context microsoft/ark."},{"subject":"microsoft/ark v0.4.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/ark v0.4.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7045976c-67dc-4611-b47f-7def7b1e0dc9","url":"https://onlylabs.fyi/signals/7045976c-67dc-4611-b47f-7def7b1e0dc9","json_url":"https://onlylabs.fyi/signals/7045976c-67dc-4611-b47f-7def7b1e0dc9/signal.json","source_url":"https://github.com/microsoft/ark/releases/tag/v0.4.1","title":"microsoft/ark v0.4.1","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/ark","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2023-11-16T06:06:40+00:00","first_seen_at":"2026-06-08T07:01:04.198092+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/ark/releases/tag/v0.4.1"]},"facets":{"repo":"microsoft/ark"},"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/ark/releases/tag/v0.4.1","final_url":"https://github.com/microsoft/ark/releases/tag/v0.4.1","title":"microsoft/ark v0.4.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:36:15.87708+00:00","bytes":2381,"raw_path":"d780b72b39036164eb71c17f171d6e298a0f81e0d5f65c9e715aa3e61d2eaefc.json","content_hash":"d595da470197450ae1d71c51b947826e6b66448dd9d412838c94b6d49d1c9054","excerpt_chars":1200,"truncated":false,"excerpt":"ARK v0.4.1 Repository: microsoft/ark Tag: v0.4.1 Published: 2023-11-16T06:06:40Z Prerelease: no Release notes: What's Changed * Fix graph optimization by @chhwang in https://github.com/microsoft/ark/pull/171 * v0.4.1 by @chhwang in https://github.com/microsoft/ark/pull/172 **Full Changelog**: https://github.com/microsoft/ark/compare/v0.4.0...v0.4.1"},"evidence_pages":[{"url":"https://github.com/microsoft/ark/releases/tag/v0.4.1","final_url":"https://github.com/microsoft/ark/releases/tag/v0.4.1","title":"microsoft/ark v0.4.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:36:15.87708+00:00","bytes":2381,"raw_path":"d780b72b39036164eb71c17f171d6e298a0f81e0d5f65c9e715aa3e61d2eaefc.json","content_hash":"d595da470197450ae1d71c51b947826e6b66448dd9d412838c94b6d49d1c9054","excerpt_chars":1200,"truncated":false,"excerpt":"ARK v0.4.1 Repository: microsoft/ark Tag: v0.4.1 Published: 2023-11-16T06:06:40Z Prerelease: no Release notes: What's Changed * Fix graph optimization by @chhwang in https://github.com/microsoft/ark/pull/171 * v0.4.1 by @chhwang in https://github.com/microsoft/ark/pull/172 **Full Changelog**: https://github.com/microsoft/ark/compare/v0.4.0...v0.4.1"}],"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"}]}