{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Release: inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","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/29d7f634-f80d-4d5c-b8c9-f90573689c51","json_url":"https://onlylabs.fyi/signals/29d7f634-f80d-4d5c-b8c9-f90573689c51/signal.json","generated_at":"2026-10-24T22:26:14.258Z","evidence_latest_fetched_at":"2026-10-13T07:03:53.454883+00:00","signal_first_seen_at":"2026-10-13T07:01:07.878961+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/29d7f634-f80d-4d5c-b8c9-f90573689c51","signal_json":"https://onlylabs.fyi/signals/29d7f634-f80d-4d5c-b8c9-f90573689c51/signal.json","source":"https://github.com/inclusionAI/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2","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/Avernet bcs-bridge-v0.1.4-beta.2 (inclusionAI/Avernet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: BCS bridge 0.1.4-beta.2 Repository: inclusionAI/Avernet Tag: bcs-bridge-v0.1.4-beta.2 Published: 2026-10-13T06:35:36Z Prerelease: yes Release notes: BCS bridge macOS.... 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/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2","source_host":"github.com","occurred_at":"2026-10-13T06:35:36+00:00","first_seen_at":"2026-10-13T07:01:07.878961+00:00","date_source":"source","context":"inclusionAI/Avernet"},"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/Avernet","source":"source"},{"label":"Release","value":"BCS bridge 0.1.4-beta.2","source":"source"},{"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/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-13T07:03:53.454883+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/29d7f634-f80d-4d5c-b8c9-f90573689c51/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/29d7f634-f80d-4d5c-b8c9-f90573689c51/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2","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/Avernet bcs-bridge-v0.1.4-beta.2\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","text":"InclusionAI (Ant Group) released inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"is classified as","object":"release signal","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 is classified as release signal."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"belongs to","object":"releases desk","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 belongs to releases desk."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has context","object":"inclusionAI/Avernet","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has context inclusionAI/Avernet."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has captured page count","object":"1","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has captured page count 1."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has readable page count","object":"1","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has readable page count 1."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has related signal count","object":"6","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has related signal count 6."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.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":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has source host","object":"github.com","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has source host github.com."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has signal desk","object":"releases","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has signal desk releases."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has source host","object":"github.com","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has source host github.com."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has repository","object":"inclusionAI/Avernet","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has repository inclusionAI/Avernet."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has release","object":"BCS bridge 0.1.4-beta.2","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has release BCS bridge 0.1.4-beta.2."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has watch term","object":"Agents and tool use","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 (inclusionAI/Avernet). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: BCS bridge 0.1.4-beta.2 Repository: inclusionAI/Avernet Tag: bcs-bridge-v0.1.4-beta.2 Published: 2026-10-13T06:35:36Z Prerelease: yes Release notes: BCS bridge macOS.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","text":"InclusionAI (Ant Group) released inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"is classified as","object":"release signal","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 is classified as release signal."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"belongs to","object":"releases desk","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 belongs to releases desk."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has context","object":"inclusionAI/Avernet","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has context inclusionAI/Avernet."},{"subject":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"29d7f634-f80d-4d5c-b8c9-f90573689c51","url":"https://onlylabs.fyi/signals/29d7f634-f80d-4d5c-b8c9-f90573689c51","json_url":"https://onlylabs.fyi/signals/29d7f634-f80d-4d5c-b8c9-f90573689c51/signal.json","source_url":"https://github.com/inclusionAI/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2","title":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","summary":"InclusionAI (Ant Group) published release notes. onlylabs watches releases for what actually shipped.","context":"inclusionAI/Avernet","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-13T06:35:36+00:00","first_seen_at":"2026-10-13T07:01:07.878961+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/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2"]},"facets":{"repo":"inclusionAI/Avernet"},"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/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2","final_url":"https://github.com/inclusionAI/Avernet/releases/tag/bcs-bridge-v0.1.4-beta.2","title":"inclusionAI/Avernet bcs-bridge-v0.1.4-beta.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-13T07:03:53.454883+00:00","bytes":15150,"raw_path":"6b9419ab2aefd3aaa03ddc0eaa827fd002cb2a48fdef472f995928f8efda56d8.json","content_hash":"42414a8ea9f1e9477bc328ca86e8ca234e2ea8c0e0d9e90d3dac1607ce099d1e","excerpt_chars":1200,"truncated":false,"excerpt":"BCS bridge 0.1.4-beta.2 Repository: inclusionAI/Avernet Tag: bcs-bridge-v0.1.4-beta.2 Published: 2026-10-13T06:35:36Z Prerelease: yes Release notes: BCS bridge macOS distribution. Includes only bcs-bridge; Rust is not required. Download the installer from this version to install or roll back. See QUICKSTART.md in the archives for QwenWork setup and current AskUserQuestion/subagent limitations."},"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"}]}