{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/Olive v0.12.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/baf30133-0d91-49ef-a86b-49e08f44f362","json_url":"https://onlylabs.fyi/signals/baf30133-0d91-49ef-a86b-49e08f44f362/signal.json","generated_at":"2026-06-11T03:43:37.093423+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/baf30133-0d91-49ef-a86b-49e08f44f362","signal_json":"https://onlylabs.fyi/signals/baf30133-0d91-49ef-a86b-49e08f44f362/signal.json","source":"https://github.com/microsoft/Olive/releases/tag/v0.12.0","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/Olive v0.12.0 (microsoft/Olive). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine release of an optimization tool · Olive-ai 0.12.0 Repository: microsoft/Olive Tag: v0.12.0 Published: 2026-04-17T17:47:54Z Prerelease: no Release notes: Olive 0.12.0 New Features - `olive init`.... 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/Olive/releases/tag/v0.12.0","source_host":"github.com","occurred_at":"2026-04-17T17:47:54+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/Olive"},"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/Olive","source":"source"},{"label":"Release","value":"Olive-ai 0.12.0","source":"source"},{"label":"Notability","value":"Routine release of an optimization tool","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/Olive/releases/tag/v0.12.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:43:37.093423+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/baf30133-0d91-49ef-a86b-49e08f44f362/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/baf30133-0d91-49ef-a86b-49e08f44f362/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Olive/releases/tag/v0.12.0","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/Olive v0.12.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Olive v0.12.0","text":"Microsoft released microsoft/Olive v0.12.0."},{"subject":"microsoft/Olive v0.12.0","predicate":"is classified as","object":"release signal","text":"microsoft/Olive v0.12.0 is classified as release signal."},{"subject":"microsoft/Olive v0.12.0","predicate":"belongs to","object":"releases desk","text":"microsoft/Olive v0.12.0 belongs to releases desk."},{"subject":"microsoft/Olive v0.12.0","predicate":"has context","object":"microsoft/Olive","text":"microsoft/Olive v0.12.0 has context microsoft/Olive."},{"subject":"microsoft/Olive v0.12.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Olive v0.12.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Olive v0.12.0","predicate":"has captured page count","object":"1","text":"microsoft/Olive v0.12.0 has captured page count 1."},{"subject":"microsoft/Olive v0.12.0","predicate":"has readable page count","object":"1","text":"microsoft/Olive v0.12.0 has readable page count 1."},{"subject":"microsoft/Olive v0.12.0","predicate":"has related signal count","object":"6","text":"microsoft/Olive v0.12.0 has related signal count 6."},{"subject":"microsoft/Olive v0.12.0","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/Olive v0.12.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/Olive v0.12.0","predicate":"has source host","object":"github.com","text":"microsoft/Olive v0.12.0 has source host github.com."},{"subject":"microsoft/Olive v0.12.0","predicate":"has lab","object":"Microsoft","text":"microsoft/Olive v0.12.0 has lab Microsoft."},{"subject":"microsoft/Olive v0.12.0","predicate":"has signal desk","object":"releases","text":"microsoft/Olive v0.12.0 has signal desk releases."},{"subject":"microsoft/Olive v0.12.0","predicate":"has source host","object":"github.com","text":"microsoft/Olive v0.12.0 has source host github.com."},{"subject":"microsoft/Olive v0.12.0","predicate":"has repository","object":"microsoft/Olive","text":"microsoft/Olive v0.12.0 has repository microsoft/Olive."},{"subject":"microsoft/Olive v0.12.0","predicate":"has release","object":"Olive-ai 0.12.0","text":"microsoft/Olive v0.12.0 has release Olive-ai 0.12.0."},{"subject":"microsoft/Olive v0.12.0","predicate":"has notability","object":"Routine release of an optimization tool","text":"microsoft/Olive v0.12.0 has notability Routine release of an optimization tool."},{"subject":"microsoft/Olive v0.12.0","predicate":"has watch term","object":"Data pipeline","text":"microsoft/Olive v0.12.0 has watch term Data pipeline."},{"subject":"microsoft/Olive v0.12.0","predicate":"has watch term","object":"Infrastructure","text":"microsoft/Olive v0.12.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/Olive v0.12.0 (microsoft/Olive). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine release of an optimization tool · Olive-ai 0.12.0 Repository: microsoft/Olive Tag: v0.12.0 Published: 2026-04-17T17:47:54Z Prerelease: no Release notes: Olive 0.12.0 New Features - `olive init`.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Olive v0.12.0","text":"Microsoft released microsoft/Olive v0.12.0."},{"subject":"microsoft/Olive v0.12.0","predicate":"is classified as","object":"release signal","text":"microsoft/Olive v0.12.0 is classified as release signal."},{"subject":"microsoft/Olive v0.12.0","predicate":"belongs to","object":"releases desk","text":"microsoft/Olive v0.12.0 belongs to releases desk."},{"subject":"microsoft/Olive v0.12.0","predicate":"has context","object":"microsoft/Olive","text":"microsoft/Olive v0.12.0 has context microsoft/Olive."},{"subject":"microsoft/Olive v0.12.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Olive v0.12.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"baf30133-0d91-49ef-a86b-49e08f44f362","url":"https://onlylabs.fyi/signals/baf30133-0d91-49ef-a86b-49e08f44f362","json_url":"https://onlylabs.fyi/signals/baf30133-0d91-49ef-a86b-49e08f44f362/signal.json","source_url":"https://github.com/microsoft/Olive/releases/tag/v0.12.0","title":"microsoft/Olive v0.12.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/Olive","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-17T17:47:54+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/Olive/releases/tag/v0.12.0"]},"facets":{"repo":"microsoft/Olive"},"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/Olive/releases/tag/v0.12.0","final_url":"https://github.com/microsoft/Olive/releases/tag/v0.12.0","title":"microsoft/Olive v0.12.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:37.093423+00:00","bytes":5111,"raw_path":"dceab19c05d687757d43028efae4a8929ea67719e9205bfc9db97ab92c576fd1.json","content_hash":"9675f091eb76e43a1b36280ec56a70cd805b12edbef8b6398ca23a23d3bea608","excerpt_chars":1200,"truncated":true,"excerpt":"Olive-ai 0.12.0 Repository: microsoft/Olive Tag: v0.12.0 Published: 2026-04-17T17:47:54Z Prerelease: no Release notes: Olive 0.12.0 New Features - `olive init` interactive wizard ([#2346](https://github.com/microsoft/Olive/pull/2346), by @xiaoyu-work): Added a guided CLI experience to help users configure and generate Olive optimization commands more easily. - Olive MCP server ([#2353](https://github.com/microsoft/Olive/pull/2353), by @xiaoyu-work): Added an MCP server for tool and agent integrations around Olive workflows. - QAIRT ORT to Genie workflow ([#2358](https://github.com/microsoft/Olive/pull/2358), by @qti-kromero): Added an end-to-end Qualcomm workflow with new preparation, GenAI builder, and encapsulation passes. - Qwen3-VL and multi-image Qwen VL support ([#2345](https://github.com/microsoft/Olive/pull/2345), by @hanbitmyths): Added export and optimization support for Qwen3-VL and Qwen2.5-VL, plus new ONNX graph surgeries and 8-bit Gather quantization improvements. - `AutoClip` quantization pass ([#2324](https://github.com/microsoft/Olive/pull/2324), by @jambayk): Added automatic clipping search for linear layers before quantization. - 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QAIRT ORT to Genie workflow ([#2358](https://github.com/microsoft/Olive/pull/2358), by @qti-kromero): Added an end-to-end Qualcomm workflow with new preparation, GenAI builder, and encapsulation passes. - Qwen3-VL and multi-image Qwen VL support ([#2345](https://github.com/microsoft/Olive/pull/2345), by @hanbitmyths): Added export and optimization support for Qwen3-VL and Qwen2.5-VL, plus new ONNX graph surgeries and 8-bit Gather quantization improvements. - `AutoClip` quantization pass ([#2324](https://github.com/microsoft/Olive/pull/2324), by @jambayk): Added automatic clipping search for linear layers before quantization. - Layer annotation support..."}],"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"}]}