{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/HOBL 2026.0.2","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b77b5989-afdc-409d-92e1-3154a16fff44","json_url":"https://onlylabs.fyi/signals/b77b5989-afdc-409d-92e1-3154a16fff44/signal.json","generated_at":"2026-06-11T22:53:08.933Z","evidence_latest_fetched_at":"2026-06-11T07:04:16.889848+00:00","signal_first_seen_at":"2026-06-11T07:01:13.026392+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/b77b5989-afdc-409d-92e1-3154a16fff44","signal_json":"https://onlylabs.fyi/signals/b77b5989-afdc-409d-92e1-3154a16fff44/signal.json","source":"https://github.com/microsoft/HOBL/releases/tag/2026.0.2","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/HOBL 2026.0.2 (microsoft/HOBL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: HOBL 2026.0.2 Repository: microsoft/HOBL Tag: 2026.0.2 Published: 2026-04-13T07:04:07Z Prerelease: no Release notes: Initial HOBL 2026 release. These are the main.... 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/HOBL/releases/tag/2026.0.2","source_host":"github.com","occurred_at":"2026-04-13T07:04:07+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source","context":"microsoft/HOBL"},"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/HOBL","source":"source"},{"label":"Release","value":"HOBL 2026.0.2","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/HOBL/releases/tag/2026.0.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T07:04:16.889848+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b77b5989-afdc-409d-92e1-3154a16fff44/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/b77b5989-afdc-409d-92e1-3154a16fff44/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/HOBL/releases/tag/2026.0.2","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/HOBL 2026.0.2\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/HOBL 2026.0.2","text":"Microsoft released microsoft/HOBL 2026.0.2."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"is classified as","object":"release signal","text":"microsoft/HOBL 2026.0.2 is classified as release signal."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"belongs to","object":"releases desk","text":"microsoft/HOBL 2026.0.2 belongs to releases desk."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has context","object":"microsoft/HOBL","text":"microsoft/HOBL 2026.0.2 has context microsoft/HOBL."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/HOBL 2026.0.2 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has captured page count","object":"1","text":"microsoft/HOBL 2026.0.2 has captured page count 1."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has readable page count","object":"1","text":"microsoft/HOBL 2026.0.2 has readable page count 1."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has related signal count","object":"6","text":"microsoft/HOBL 2026.0.2 has related signal count 6."},{"subject":"microsoft/HOBL 2026.0.2","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/HOBL 2026.0.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has source host","object":"github.com","text":"microsoft/HOBL 2026.0.2 has source host github.com."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has lab","object":"Microsoft","text":"microsoft/HOBL 2026.0.2 has lab Microsoft."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has signal desk","object":"releases","text":"microsoft/HOBL 2026.0.2 has signal desk releases."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has source host","object":"github.com","text":"microsoft/HOBL 2026.0.2 has source host github.com."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has repository","object":"microsoft/HOBL","text":"microsoft/HOBL 2026.0.2 has repository microsoft/HOBL."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has release","object":"HOBL 2026.0.2","text":"microsoft/HOBL 2026.0.2 has release HOBL 2026.0.2."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/HOBL 2026.0.2 (microsoft/HOBL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: HOBL 2026.0.2 Repository: microsoft/HOBL Tag: 2026.0.2 Published: 2026-04-13T07:04:07Z Prerelease: no Release notes: Initial HOBL 2026 release. These are the main.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/HOBL 2026.0.2","text":"Microsoft released microsoft/HOBL 2026.0.2."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"is classified as","object":"release signal","text":"microsoft/HOBL 2026.0.2 is classified as release signal."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"belongs to","object":"releases desk","text":"microsoft/HOBL 2026.0.2 belongs to releases desk."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has context","object":"microsoft/HOBL","text":"microsoft/HOBL 2026.0.2 has context microsoft/HOBL."},{"subject":"microsoft/HOBL 2026.0.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/HOBL 2026.0.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b77b5989-afdc-409d-92e1-3154a16fff44","url":"https://onlylabs.fyi/signals/b77b5989-afdc-409d-92e1-3154a16fff44","json_url":"https://onlylabs.fyi/signals/b77b5989-afdc-409d-92e1-3154a16fff44/signal.json","source_url":"https://github.com/microsoft/HOBL/releases/tag/2026.0.2","title":"microsoft/HOBL 2026.0.2","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/HOBL","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-13T07:04:07+00:00","first_seen_at":"2026-06-11T07:01:13.026392+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/HOBL/releases/tag/2026.0.2"]},"facets":{"repo":"microsoft/HOBL"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/HOBL/releases/tag/2026.0.2","final_url":"https://github.com/microsoft/HOBL/releases/tag/2026.0.2","title":"microsoft/HOBL 2026.0.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T07:04:16.889848+00:00","bytes":4142,"raw_path":"d576bab048ebfb91c66519cc928e310dec51525bcfec437667bf4b6dca1840b1.json","content_hash":"5b2bc1f1797afac758f1b6b7f8d569f29f72f9e558d1170d46e77fecc8f57228","excerpt_chars":1200,"truncated":true,"excerpt":"HOBL 2026.0.2 Repository: microsoft/HOBL Tag: 2026.0.2 Published: 2026-04-13T07:04:07Z Prerelease: no Release notes: Initial HOBL 2026 release. These are the main changes in relation to the last HOBL 2025 release: * Repository moved to public GitHub to mitigate access issues. * Youtube scenario: option to use web_replay, but default remains live. Supporting web_replay did require an additional page load, which results in increased power consumption. Expect ~3% higher SOC power consumption on modern SOCs. * The NASA Youtube video in the \"web\" scenario has been re-recorded to exclude the subscription popup, which was affecting functionality with high scale factors. There was no noticeable power impact from this change. * No other scenarios have been modified and no other significant power impact has been seen. * \"display_brightness\" tool is deprecated in favor of a consolidated \"display\" tool. It has the same \"brightness\" and \"nits_map\" parameters, but also can control HDR, and various adaptive brightness settings. * New prep management. The UI will automatically insert a \"prep\" scenario in jobs that will run any needed preps pro-actively. This prevents users needing to know what..."},"evidence_pages":[],"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"}]}