{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Release: inclusionAI/Choruz v0.2.3","description":"InclusionAI (Ant Group) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c","json_url":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c/signal.json","generated_at":"2026-10-25T06:00:38.289Z","evidence_latest_fetched_at":"2026-09-21T07:03:28.395396+00:00","signal_first_seen_at":"2026-09-21T07:01:04.92787+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c","signal_json":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c/signal.json","source":"https://github.com/inclusionAI/Choruz/releases/tag/v0.2.3","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/Choruz v0.2.3 (inclusionAI/Choruz). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Choruz 0.2.3 Repository: inclusionAI/Choruz Tag: v0.2.3 Published: 2026-09-21T04:02:59Z Prerelease: no Release notes: Choruz 0.2.3 This release separates reusable.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/inclusionAI/Choruz/releases/tag/v0.2.3","source_host":"github.com","occurred_at":"2026-09-21T04:02:59+00:00","first_seen_at":"2026-09-21T07:01:04.92787+00:00","date_source":"source","context":"inclusionAI/Choruz"},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"inclusionAI/Choruz","source":"source"},{"label":"Release","value":"Choruz 0.2.3","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/inclusionAI/Choruz/releases/tag/v0.2.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-21T07:03:28.395396+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c/signal.json","dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/Choruz/releases/tag/v0.2.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/inclusionai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","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 InclusionAI (Ant Group)'s release signal \"inclusionAI/Choruz v0.2.3\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/Choruz v0.2.3","text":"InclusionAI (Ant Group) released inclusionAI/Choruz v0.2.3."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"is classified as","object":"release signal","text":"inclusionAI/Choruz v0.2.3 is classified as release signal."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"belongs to","object":"releases desk","text":"inclusionAI/Choruz v0.2.3 belongs to releases desk."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has context","object":"inclusionAI/Choruz","text":"inclusionAI/Choruz v0.2.3 has context inclusionAI/Choruz."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Choruz v0.2.3 has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has captured page count","object":"1","text":"inclusionAI/Choruz v0.2.3 has captured page count 1."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has readable page count","object":"1","text":"inclusionAI/Choruz v0.2.3 has readable page count 1."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has related signal count","object":"6","text":"inclusionAI/Choruz v0.2.3 has related signal count 6."},{"subject":"inclusionAI/Choruz v0.2.3","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":"inclusionAI/Choruz v0.2.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has source host","object":"github.com","text":"inclusionAI/Choruz v0.2.3 has source host github.com."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/Choruz v0.2.3 has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has signal desk","object":"releases","text":"inclusionAI/Choruz v0.2.3 has signal desk releases."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has source host","object":"github.com","text":"inclusionAI/Choruz v0.2.3 has source host github.com."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has repository","object":"inclusionAI/Choruz","text":"inclusionAI/Choruz v0.2.3 has repository inclusionAI/Choruz."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has release","object":"Choruz 0.2.3","text":"inclusionAI/Choruz v0.2.3 has release Choruz 0.2.3."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has watch term","object":"Eval methodology","text":"inclusionAI/Choruz v0.2.3 has watch term Eval methodology."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has watch term","object":"Data pipeline","text":"inclusionAI/Choruz v0.2.3 has watch term Data pipeline."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has watch term","object":"Infrastructure","text":"inclusionAI/Choruz v0.2.3 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/Choruz v0.2.3 (inclusionAI/Choruz). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Choruz 0.2.3 Repository: inclusionAI/Choruz Tag: v0.2.3 Published: 2026-09-21T04:02:59Z Prerelease: no Release notes: Choruz 0.2.3 This release separates reusable.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/Choruz v0.2.3","text":"InclusionAI (Ant Group) released inclusionAI/Choruz v0.2.3."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"is classified as","object":"release signal","text":"inclusionAI/Choruz v0.2.3 is classified as release signal."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"belongs to","object":"releases desk","text":"inclusionAI/Choruz v0.2.3 belongs to releases desk."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has context","object":"inclusionAI/Choruz","text":"inclusionAI/Choruz v0.2.3 has context inclusionAI/Choruz."},{"subject":"inclusionAI/Choruz v0.2.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Choruz v0.2.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2e4d4e0e-0e11-44b4-9cb2-350e7f30111c","url":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c","json_url":"https://onlylabs.fyi/signals/2e4d4e0e-0e11-44b4-9cb2-350e7f30111c/signal.json","source_url":"https://github.com/inclusionAI/Choruz/releases/tag/v0.2.3","title":"inclusionAI/Choruz v0.2.3","summary":"InclusionAI (Ant Group) published release notes. onlylabs watches releases for what actually shipped.","context":"inclusionAI/Choruz","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-09-21T04:02:59+00:00","first_seen_at":"2026-09-21T07:01:04.92787+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/inclusionAI/Choruz/releases/tag/v0.2.3"]},"facets":{"repo":"inclusionAI/Choruz"},"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/inclusionAI/Choruz/releases/tag/v0.2.3","final_url":"https://github.com/inclusionAI/Choruz/releases/tag/v0.2.3","title":"inclusionAI/Choruz v0.2.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-21T07:03:28.395396+00:00","bytes":11834,"raw_path":"45ecaf7fdff8d2bd8e1427f8eabf95ea2f0a7673bf28ae6dc51f9fbebb08ef99.json","content_hash":"91b8004c540f47dd32570f7db54ba05ea5f169d6bc3f8d1eab6d03427a5c6b17","excerpt_chars":1200,"truncated":true,"excerpt":"Choruz 0.2.3 Repository: inclusionAI/Choruz Tag: v0.2.3 Published: 2026-09-21T04:02:59Z Prerelease: no Release notes: Choruz 0.2.3 This release separates reusable functionality into composable libraries while preserving the application workflows: Source revision: `09c802be53afe68bdd1606506a21cf4fc4692438`. [Required main CI and Linux package verification](https://github.com/inclusionAI/Choruz/actions/runs/35558539783) and [delivery](https://github.com/inclusionAI/Choruz/actions/runs/35559168258) passed. The macOS archive was built from the same revision and passed extracted-package startup with isolated PostgreSQL, API, pipeline and standalone web. - Evaluation contracts and dataset operations in `choruz-evaluation`. - Agent runtime integration without an application database dependency. - Community behavior-library contracts in `choruz-community`. - Learning analysis and optimization contracts in `choruz-learning`, including packaged native assets. The source includes the public repository's preceding issue fixes. Jev integration is being researched and is **not** included in this release. Downloads and prerequisites Archives contain the five Choruz executables, migrations,..."},"evidence_pages":[],"related_signals":[{"id":"5583acc4-9014-40d2-a1ef-8f660decc26e","url":"https://onlylabs.fyi/signals/5583acc4-9014-40d2-a1ef-8f660decc26e","source_url":"https://github.com/inclusionAI/AReno/releases/tag/v0.10.0","title":"inclusionAI/AReno v0.10.0","context":"inclusionAI/AReno","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-23T13:59:30+00:00","first_seen_at":"2026-10-24T07:01:01.675917+00:00","date_source":"source"},{"id":"1f1efba0-2f45-44a5-a463-fe9acb5035d5","url":"https://onlylabs.fyi/signals/1f1efba0-2f45-44a5-a463-fe9acb5035d5","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.2.0rc3","title":"inclusionAI/AKernel v0.2.0rc3","context":"inclusionAI/AKernel","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-20T10:42:09+00:00","first_seen_at":"2026-10-21T07:01:01.230404+00:00","date_source":"source"},{"id":"58e93175-0c79-4eac-b168-bf98e8d9c9eb","url":"https://onlylabs.fyi/signals/58e93175-0c79-4eac-b168-bf98e8d9c9eb","source_url":"https://github.com/inclusionAI/Choruz/releases/tag/build-4c36f9ce15bddad6ae1411670ef2bbf50f099a50","title":"inclusionAI/Choruz build-4c36f9ce15bddad6ae1411670ef2bbf50f099a50","context":"inclusionAI/Choruz","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-20T06:01:43+00:00","first_seen_at":"2026-10-20T07:01:04.813696+00:00","date_source":"source"},{"id":"d19222a5-f711-482b-b88a-34cdb9f1a1bd","url":"https://onlylabs.fyi/signals/d19222a5-f711-482b-b88a-34cdb9f1a1bd","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.2.0rc2","title":"inclusionAI/AKernel v0.2.0rc2","context":"inclusionAI/AKernel","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-20T05:01:19+00:00","first_seen_at":"2026-10-20T07:01:04.813696+00:00","date_source":"source"},{"id":"da1be56c-15f5-4bab-9591-4f02cf61733f","url":"https://onlylabs.fyi/signals/da1be56c-15f5-4bab-9591-4f02cf61733f","source_url":"https://github.com/inclusionAI/Choruz/releases/tag/build-a6799ddce8540d15c474cd2ba3de26623a8c4bee","title":"inclusionAI/Choruz build-a6799ddce8540d15c474cd2ba3de26623a8c4bee","context":"inclusionAI/Choruz","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-20T04:42:07+00:00","first_seen_at":"2026-10-20T07:01:04.813696+00:00","date_source":"source"},{"id":"9b556a26-dc96-4e2f-ab60-161351cd7eff","url":"https://onlylabs.fyi/signals/9b556a26-dc96-4e2f-ab60-161351cd7eff","source_url":"https://github.com/inclusionAI/Choruz/releases/tag/build-e73f7acecba6ff3b13c032f43dd116568809cb0a","title":"inclusionAI/Choruz build-e73f7acecba6ff3b13c032f43dd116568809cb0a","context":"inclusionAI/Choruz","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-20T02:38:27+00:00","first_seen_at":"2026-10-20T07:01:04.813696+00:00","date_source":"source"}]}