{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/Tutel 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/82bb7ada-550c-4af5-951f-c989f52cf20c","json_url":"https://onlylabs.fyi/signals/82bb7ada-550c-4af5-951f-c989f52cf20c/signal.json","generated_at":"2026-06-26T23:21:46.934Z","evidence_latest_fetched_at":"2026-06-18T07:03:41.111676+00:00","signal_first_seen_at":"2026-06-18T07:00:31.633644+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/82bb7ada-550c-4af5-951f-c989f52cf20c","signal_json":"https://onlylabs.fyi/signals/82bb7ada-550c-4af5-951f-c989f52cf20c/signal.json","source":"https://github.com/microsoft/Tutel/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/Tutel v0.4.1 (microsoft/Tutel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor version release with no notable traction. · Tutel v0.4.1 Repository: microsoft/Tutel Tag: v0.4.1 Published: 2025-03-20T04:14:23Z Prerelease: no Release notes: What's New in v0.4.1: - Renew R1 containers for.... 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/Tutel/releases/tag/v0.4.1","source_host":"github.com","occurred_at":"2025-03-20T04:14:23+00:00","first_seen_at":"2026-06-18T07:00:31.633644+00:00","date_source":"source","context":"microsoft/Tutel"},"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/Tutel","source":"source"},{"label":"Release","value":"Tutel v0.4.1","source":"source"},{"label":"Notability","value":"Routine minor version release with no notable traction.","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/Tutel/releases/tag/v0.4.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-18T07:03:41.111676+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/82bb7ada-550c-4af5-951f-c989f52cf20c/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/82bb7ada-550c-4af5-951f-c989f52cf20c/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Tutel/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/Tutel v0.4.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Tutel v0.4.1","text":"Microsoft released microsoft/Tutel v0.4.1."},{"subject":"microsoft/Tutel v0.4.1","predicate":"is classified as","object":"release signal","text":"microsoft/Tutel v0.4.1 is classified as release signal."},{"subject":"microsoft/Tutel v0.4.1","predicate":"belongs to","object":"releases desk","text":"microsoft/Tutel v0.4.1 belongs to releases desk."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has context","object":"microsoft/Tutel","text":"microsoft/Tutel v0.4.1 has context microsoft/Tutel."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Tutel v0.4.1 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has captured page count","object":"1","text":"microsoft/Tutel v0.4.1 has captured page count 1."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has readable page count","object":"1","text":"microsoft/Tutel v0.4.1 has readable page count 1."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has related signal count","object":"6","text":"microsoft/Tutel v0.4.1 has related signal count 6."},{"subject":"microsoft/Tutel 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/Tutel 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/Tutel v0.4.1","predicate":"has source host","object":"github.com","text":"microsoft/Tutel v0.4.1 has source host github.com."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has lab","object":"Microsoft","text":"microsoft/Tutel v0.4.1 has lab Microsoft."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has signal desk","object":"releases","text":"microsoft/Tutel v0.4.1 has signal desk releases."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has source host","object":"github.com","text":"microsoft/Tutel v0.4.1 has source host github.com."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has repository","object":"microsoft/Tutel","text":"microsoft/Tutel v0.4.1 has repository microsoft/Tutel."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has release","object":"Tutel v0.4.1","text":"microsoft/Tutel v0.4.1 has release Tutel v0.4.1."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has notability","object":"Routine minor version release with no notable traction.","text":"microsoft/Tutel v0.4.1 has notability Routine minor version release with no notable traction.."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/Tutel v0.4.1 (microsoft/Tutel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor version release with no notable traction. · Tutel v0.4.1 Repository: microsoft/Tutel Tag: v0.4.1 Published: 2025-03-20T04:14:23Z Prerelease: no Release notes: What's New in v0.4.1: - Renew R1 containers for.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Tutel v0.4.1","text":"Microsoft released microsoft/Tutel v0.4.1."},{"subject":"microsoft/Tutel v0.4.1","predicate":"is classified as","object":"release signal","text":"microsoft/Tutel v0.4.1 is classified as release signal."},{"subject":"microsoft/Tutel v0.4.1","predicate":"belongs to","object":"releases desk","text":"microsoft/Tutel v0.4.1 belongs to releases desk."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has context","object":"microsoft/Tutel","text":"microsoft/Tutel v0.4.1 has context microsoft/Tutel."},{"subject":"microsoft/Tutel v0.4.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Tutel v0.4.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"82bb7ada-550c-4af5-951f-c989f52cf20c","url":"https://onlylabs.fyi/signals/82bb7ada-550c-4af5-951f-c989f52cf20c","json_url":"https://onlylabs.fyi/signals/82bb7ada-550c-4af5-951f-c989f52cf20c/signal.json","source_url":"https://github.com/microsoft/Tutel/releases/tag/v0.4.1","title":"microsoft/Tutel v0.4.1","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/Tutel","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-03-20T04:14:23+00:00","first_seen_at":"2026-06-18T07:00:31.633644+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/Tutel/releases/tag/v0.4.1"]},"facets":{"repo":"microsoft/Tutel"},"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/Tutel/releases/tag/v0.4.1","final_url":"https://github.com/microsoft/Tutel/releases/tag/v0.4.1","title":"microsoft/Tutel v0.4.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-18T07:03:41.111676+00:00","bytes":2421,"raw_path":"50c70d734fa93eb3b5db25622c35c2da23f8f4c8d4cdf75e997bbb2d3872f65d.json","content_hash":"2cdb57cb3fb302e17eba980dde63f26601290e315d328e057aee90db17693c53","excerpt_chars":1200,"truncated":false,"excerpt":"Tutel v0.4.1 Repository: microsoft/Tutel Tag: v0.4.1 Published: 2025-03-20T04:14:23Z Prerelease: no Release notes: What's New in v0.4.1: - Renew R1 containers for MI300x: `tutelgroup/deepseek-671b:mi300x8-chat-20250319` ```sh How to Setup: python3 -m pip install -v -U --no-build-isolation https://github.com/microsoft/tutel/archive/refs/tags/v0.4.1.tar.gz ```"},"evidence_pages":[],"related_signals":[{"id":"6ec2a927-3845-4050-9237-3a5163e090ea","url":"https://onlylabs.fyi/signals/6ec2a927-3845-4050-9237-3a5163e090ea","source_url":"https://github.com/microsoft/vscode-java-test/releases/tag/0.46.0","title":"microsoft/vscode-java-test 0.46.0","context":"microsoft/vscode-java-test","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T05:45:34+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"4d12bc3c-ce5e-4930-a775-fba5de2844e4","url":"https://onlylabs.fyi/signals/4d12bc3c-ce5e-4930-a775-fba5de2844e4","source_url":"https://github.com/microsoft/vscode-maven/releases/tag/v0.45.3","title":"microsoft/vscode-maven v0.45.3","context":"microsoft/vscode-maven","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:42+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","url":"https://onlylabs.fyi/signals/0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","source_url":"https://github.com/microsoft/java-debug/releases/tag/0.53.2","title":"microsoft/java-debug 0.53.2","context":"microsoft/java-debug","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:41+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"83fceda9-676d-4948-85f3-e9b17c7bc866","url":"https://onlylabs.fyi/signals/83fceda9-676d-4948-85f3-e9b17c7bc866","source_url":"https://github.com/microsoft/build-server-for-gradle/releases/tag/0.4.0","title":"microsoft/build-server-for-gradle 0.4.0","context":"microsoft/build-server-for-gradle","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:39+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"879e2030-2dad-405d-91ca-abb1ded41f21","url":"https://onlylabs.fyi/signals/879e2030-2dad-405d-91ca-abb1ded41f21","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-test-harness_v0.4.0","title":"microsoft/fast @microsoft/fast-test-harness_v0.4.0","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:47+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"37c6780f-e533-4cdb-a19b-298f0724db22","url":"https://onlylabs.fyi/signals/37c6780f-e533-4cdb-a19b-298f0724db22","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-router_v1.0.0-alpha.31","title":"microsoft/fast @microsoft/fast-router_v1.0.0-alpha.31","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:44+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"}]}