{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/DiskANN diskann-garnet-v2.0.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8d2df030-961d-43e6-a5e7-ccba859af794","json_url":"https://onlylabs.fyi/signals/8d2df030-961d-43e6-a5e7-ccba859af794/signal.json","generated_at":"2026-06-11T02:59:37.02355+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/8d2df030-961d-43e6-a5e7-ccba859af794","signal_json":"https://onlylabs.fyi/signals/8d2df030-961d-43e6-a5e7-ccba859af794/signal.json","source":"https://github.com/microsoft/DiskANN/releases/tag/diskann-garnet-v2.0.0","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/DiskANN diskann-garnet-v2.0.0 (microsoft/DiskANN). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Major release from Microsoft for fast ANN search. · diskann-garnet v2.0.0 Repository: microsoft/DiskANN Tag: diskann-garnet-v2.0.0 Published: 2026-06-02T14:30:18Z Prerelease: no Release notes: This release adds support.... 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/DiskANN/releases/tag/diskann-garnet-v2.0.0","source_host":"github.com","occurred_at":"2026-06-02T14:30:18+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/DiskANN"},"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/DiskANN","source":"source"},{"label":"Release","value":"diskann-garnet v2.0.0","source":"source"},{"label":"Notability","value":"Major release from Microsoft for fast ANN search.","source":"signal"}],"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/DiskANN/releases/tag/diskann-garnet-v2.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:59:37.02355+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8d2df030-961d-43e6-a5e7-ccba859af794/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/8d2df030-961d-43e6-a5e7-ccba859af794/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/DiskANN/releases/tag/diskann-garnet-v2.0.0","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":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/DiskANN diskann-garnet-v2.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/DiskANN diskann-garnet-v2.0.0","text":"Microsoft released microsoft/DiskANN diskann-garnet-v2.0.0."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/DiskANN diskann-garnet-v2.0.0 is classified as release signal."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/DiskANN diskann-garnet-v2.0.0 belongs to releases desk."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has context","object":"microsoft/DiskANN","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has context microsoft/DiskANN."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has captured page count","object":"1","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has captured page count 1."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has readable page count","object":"1","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has readable page count 1."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has related signal count","object":"6","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has related signal count 6."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","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/DiskANN diskann-garnet-v2.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has source host","object":"github.com","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has source host github.com."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has lab","object":"Microsoft","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has lab Microsoft."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has signal desk","object":"releases","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has signal desk releases."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has source host","object":"github.com","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has source host github.com."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has repository","object":"microsoft/DiskANN","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has repository microsoft/DiskANN."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has release","object":"diskann-garnet v2.0.0","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has release diskann-garnet v2.0.0."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has notability","object":"Major release from Microsoft for fast ANN search.","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has notability Major release from Microsoft for fast ANN search.."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/DiskANN diskann-garnet-v2.0.0 (microsoft/DiskANN). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Major release from Microsoft for fast ANN search. · diskann-garnet v2.0.0 Repository: microsoft/DiskANN Tag: diskann-garnet-v2.0.0 Published: 2026-06-02T14:30:18Z Prerelease: no Release notes: This release adds support.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/DiskANN diskann-garnet-v2.0.0","text":"Microsoft released microsoft/DiskANN diskann-garnet-v2.0.0."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"is classified as","object":"release signal","text":"microsoft/DiskANN diskann-garnet-v2.0.0 is classified as release signal."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"belongs to","object":"releases desk","text":"microsoft/DiskANN diskann-garnet-v2.0.0 belongs to releases desk."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has context","object":"microsoft/DiskANN","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has context microsoft/DiskANN."},{"subject":"microsoft/DiskANN diskann-garnet-v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/DiskANN diskann-garnet-v2.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8d2df030-961d-43e6-a5e7-ccba859af794","url":"https://onlylabs.fyi/signals/8d2df030-961d-43e6-a5e7-ccba859af794","json_url":"https://onlylabs.fyi/signals/8d2df030-961d-43e6-a5e7-ccba859af794/signal.json","source_url":"https://github.com/microsoft/DiskANN/releases/tag/diskann-garnet-v2.0.0","title":"microsoft/DiskANN diskann-garnet-v2.0.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/DiskANN","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-02T14:30:18+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/DiskANN/releases/tag/diskann-garnet-v2.0.0"]},"facets":{"repo":"microsoft/DiskANN"},"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/DiskANN/releases/tag/diskann-garnet-v2.0.0","final_url":"https://github.com/microsoft/DiskANN/releases/tag/diskann-garnet-v2.0.0","title":"microsoft/DiskANN diskann-garnet-v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:37.02355+00:00","bytes":2696,"raw_path":"509478827c2adab6c6c32c9d05c51dc485222bc41b07958f3b40d5131bfd10a2.json","content_hash":"6b53eaf95b3c645c6d0c4bc0e99cdaa842c50f84a004ccf9d3fd5134c794b9f9","excerpt_chars":1200,"truncated":false,"excerpt":"diskann-garnet v2.0.0 Repository: microsoft/DiskANN Tag: diskann-garnet-v2.0.0 Published: 2026-06-02T14:30:18Z Prerelease: no Release notes: This release adds support for I8 vectors as well as binary (BIN) and scalar 8-bit (Q8) quantizers. For f32 vectors, the available quantizers are now NOQUANT, BIN, and Q8. For u8 and i8 vectors, XNOQUANT_U8, XNOQUANT_I8, XBIN_U8, and XBIN_I8 are available. The version is now 2.0.0 to account for the FFI changes. Note, quantization support is not yet persisted to disk, so this release should be used for in-memory workloads only. Persistence will follow shortly."},"evidence_pages":[{"url":"https://github.com/microsoft/DiskANN/releases/tag/diskann-garnet-v2.0.0","final_url":"https://github.com/microsoft/DiskANN/releases/tag/diskann-garnet-v2.0.0","title":"microsoft/DiskANN diskann-garnet-v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:37.02355+00:00","bytes":2696,"raw_path":"509478827c2adab6c6c32c9d05c51dc485222bc41b07958f3b40d5131bfd10a2.json","content_hash":"6b53eaf95b3c645c6d0c4bc0e99cdaa842c50f84a004ccf9d3fd5134c794b9f9","excerpt_chars":1200,"truncated":false,"excerpt":"diskann-garnet v2.0.0 Repository: microsoft/DiskANN Tag: diskann-garnet-v2.0.0 Published: 2026-06-02T14:30:18Z Prerelease: no Release notes: This release adds support for I8 vectors as well as binary (BIN) and scalar 8-bit (Q8) quantizers. For f32 vectors, the available quantizers are now NOQUANT, BIN, and Q8. For u8 and i8 vectors, XNOQUANT_U8, XNOQUANT_I8, XBIN_U8, and XBIN_I8 are available. The version is now 2.0.0 to account for the FFI changes. Note, quantization support is not yet persisted to disk, so this release should be used for in-memory workloads only. Persistence will follow shortly."}],"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"}]}