{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/lisa 20251124.1","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ba9d7d90-a343-44fd-abb4-75e8f698b789","json_url":"https://onlylabs.fyi/signals/ba9d7d90-a343-44fd-abb4-75e8f698b789/signal.json","generated_at":"2026-06-27T04:55:28.222Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:35.276771+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/ba9d7d90-a343-44fd-abb4-75e8f698b789","signal_json":"https://onlylabs.fyi/signals/ba9d7d90-a343-44fd-abb4-75e8f698b789/signal.json","source":"https://github.com/microsoft/lisa/releases/tag/20251124.1","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/lisa 20251124.1 (microsoft/lisa). 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/lisa/releases/tag/20251124.1","source_host":"github.com","occurred_at":"2025-11-24T02:39:44+00:00","first_seen_at":"2026-06-26T23:54:35.276771+00:00","date_source":"source","context":"microsoft/lisa"},"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/lisa","source":"source"},{"label":"Release","value":"20251124.1","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/lisa/releases/tag/20251124.1"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/lisa/releases/tag/20251124.1"],"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/ba9d7d90-a343-44fd-abb4-75e8f698b789/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/ba9d7d90-a343-44fd-abb4-75e8f698b789/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/lisa/releases/tag/20251124.1","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":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/lisa 20251124.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/lisa 20251124.1","text":"Microsoft released microsoft/lisa 20251124.1."},{"subject":"microsoft/lisa 20251124.1","predicate":"is classified as","object":"release signal","text":"microsoft/lisa 20251124.1 is classified as release signal."},{"subject":"microsoft/lisa 20251124.1","predicate":"belongs to","object":"releases desk","text":"microsoft/lisa 20251124.1 belongs to releases desk."},{"subject":"microsoft/lisa 20251124.1","predicate":"has context","object":"microsoft/lisa","text":"microsoft/lisa 20251124.1 has context microsoft/lisa."},{"subject":"microsoft/lisa 20251124.1","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/lisa 20251124.1 has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/lisa 20251124.1","predicate":"has captured page count","object":"0","text":"microsoft/lisa 20251124.1 has captured page count 0."},{"subject":"microsoft/lisa 20251124.1","predicate":"has readable page count","object":"0","text":"microsoft/lisa 20251124.1 has readable page count 0."},{"subject":"microsoft/lisa 20251124.1","predicate":"has related signal count","object":"6","text":"microsoft/lisa 20251124.1 has related signal count 6."},{"subject":"microsoft/lisa 20251124.1","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/lisa 20251124.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/lisa 20251124.1","predicate":"has source host","object":"github.com","text":"microsoft/lisa 20251124.1 has source host github.com."},{"subject":"microsoft/lisa 20251124.1","predicate":"has lab","object":"Microsoft","text":"microsoft/lisa 20251124.1 has lab Microsoft."},{"subject":"microsoft/lisa 20251124.1","predicate":"has signal desk","object":"releases","text":"microsoft/lisa 20251124.1 has signal desk releases."},{"subject":"microsoft/lisa 20251124.1","predicate":"has source host","object":"github.com","text":"microsoft/lisa 20251124.1 has source host github.com."},{"subject":"microsoft/lisa 20251124.1","predicate":"has repository","object":"microsoft/lisa","text":"microsoft/lisa 20251124.1 has repository microsoft/lisa."},{"subject":"microsoft/lisa 20251124.1","predicate":"has release","object":"20251124.1","text":"microsoft/lisa 20251124.1 has release 20251124.1."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/lisa 20251124.1 (microsoft/lisa). 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/lisa 20251124.1","text":"Microsoft released microsoft/lisa 20251124.1."},{"subject":"microsoft/lisa 20251124.1","predicate":"is classified as","object":"release signal","text":"microsoft/lisa 20251124.1 is classified as release signal."},{"subject":"microsoft/lisa 20251124.1","predicate":"belongs to","object":"releases desk","text":"microsoft/lisa 20251124.1 belongs to releases desk."},{"subject":"microsoft/lisa 20251124.1","predicate":"has context","object":"microsoft/lisa","text":"microsoft/lisa 20251124.1 has context microsoft/lisa."},{"subject":"microsoft/lisa 20251124.1","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/lisa 20251124.1 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"ba9d7d90-a343-44fd-abb4-75e8f698b789","url":"https://onlylabs.fyi/signals/ba9d7d90-a343-44fd-abb4-75e8f698b789","json_url":"https://onlylabs.fyi/signals/ba9d7d90-a343-44fd-abb4-75e8f698b789/signal.json","source_url":"https://github.com/microsoft/lisa/releases/tag/20251124.1","title":"microsoft/lisa 20251124.1","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/lisa","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-11-24T02:39:44+00:00","first_seen_at":"2026-06-26T23:54:35.276771+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/lisa/releases/tag/20251124.1"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/lisa/releases/tag/20251124.1"]},"facets":{"repo":"microsoft/lisa"},"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 v1.5.0","context":"microsoft/azure-linux-image-tools","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:29:28+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"fa8f6ee5-0f3e-49dd-83b0-0217648c771e","url":"https://onlylabs.fyi/signals/fa8f6ee5-0f3e-49dd-83b0-0217648c771e","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/v0.5.0","title":"microsoft/agent-host-protocol v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:49+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"9cdbc2e5-de33-4579-ba60-21735ca54836","url":"https://onlylabs.fyi/signals/9cdbc2e5-de33-4579-ba60-21735ca54836","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/clients/go/v0.5.0","title":"microsoft/agent-host-protocol clients/go/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:24+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"7e86312d-15ee-4778-8358-6e39e38e3a14","url":"https://onlylabs.fyi/signals/7e86312d-15ee-4778-8358-6e39e38e3a14","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/spec/v0.5.0","title":"microsoft/agent-host-protocol spec/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:22:30+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"c211d32e-594f-4498-aa88-35f06c397f59","url":"https://onlylabs.fyi/signals/c211d32e-594f-4498-aa88-35f06c397f59","source_url":"https://github.com/microsoft/project-osmos/releases/tag/v0.4.4","title":"microsoft/project-osmos v0.4.4","context":"microsoft/project-osmos","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:48:30+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"},{"id":"a899db64-6fbb-40d1-b69e-d9ae58843c51","url":"https://onlylabs.fyi/signals/a899db64-6fbb-40d1-b69e-d9ae58843c51","source_url":"https://github.com/microsoft/vcpkg/releases/tag/2026.06.24","title":"microsoft/vcpkg 2026.06.24","context":"microsoft/vcpkg","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:24:29+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"}]}