{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Release: inclusionAI/Awex 0.8.1","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/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c","json_url":"https://onlylabs.fyi/signals/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c/signal.json","generated_at":"2026-08-28T16:51:34.213Z","evidence_latest_fetched_at":"2026-08-19T07:02:20.248923+00:00","signal_first_seen_at":"2026-08-19T07:00:59.261651+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/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c","signal_json":"https://onlylabs.fyi/signals/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c/signal.json","source":"https://github.com/inclusionAI/Awex/releases/tag/0.8.1","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/Awex 0.8.1 (inclusionAI/Awex). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version release, no traction indicators · v0.8.1 Repository: inclusionAI/Awex Tag: 0.8.1 Published: 2026-08-19T04:36:10Z Prerelease: no Release notes: What's Changed * feat: support dense Qwen3 weight conversion.... 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/Awex/releases/tag/0.8.1","source_host":"github.com","occurred_at":"2026-08-19T04:36:10+00:00","first_seen_at":"2026-08-19T07:00:59.261651+00:00","date_source":"source","context":"inclusionAI/Awex"},"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/Awex","source":"source"},{"label":"Release","value":"v0.8.1","source":"source"},{"label":"Notability","value":"Routine version release, no traction indicators","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/Awex/releases/tag/0.8.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-19T07:02:20.248923+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c/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/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/Awex/releases/tag/0.8.1","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/Awex 0.8.1\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/Awex 0.8.1","text":"InclusionAI (Ant Group) released inclusionAI/Awex 0.8.1."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"is classified as","object":"release signal","text":"inclusionAI/Awex 0.8.1 is classified as release signal."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"belongs to","object":"releases desk","text":"inclusionAI/Awex 0.8.1 belongs to releases desk."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has context","object":"inclusionAI/Awex","text":"inclusionAI/Awex 0.8.1 has context inclusionAI/Awex."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Awex 0.8.1 has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has captured page count","object":"1","text":"inclusionAI/Awex 0.8.1 has captured page count 1."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has readable page count","object":"1","text":"inclusionAI/Awex 0.8.1 has readable page count 1."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has related signal count","object":"6","text":"inclusionAI/Awex 0.8.1 has related signal count 6."},{"subject":"inclusionAI/Awex 0.8.1","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":"inclusionAI/Awex 0.8.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has source host","object":"github.com","text":"inclusionAI/Awex 0.8.1 has source host github.com."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/Awex 0.8.1 has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has signal desk","object":"releases","text":"inclusionAI/Awex 0.8.1 has signal desk releases."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has source host","object":"github.com","text":"inclusionAI/Awex 0.8.1 has source host github.com."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has repository","object":"inclusionAI/Awex","text":"inclusionAI/Awex 0.8.1 has repository inclusionAI/Awex."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has release","object":"v0.8.1","text":"inclusionAI/Awex 0.8.1 has release v0.8.1."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has notability","object":"Routine version release, no traction indicators","text":"inclusionAI/Awex 0.8.1 has notability Routine version release, no traction indicators."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has watch term","object":"Infrastructure","text":"inclusionAI/Awex 0.8.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/Awex 0.8.1 (inclusionAI/Awex). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version release, no traction indicators · v0.8.1 Repository: inclusionAI/Awex Tag: 0.8.1 Published: 2026-08-19T04:36:10Z Prerelease: no Release notes: What's Changed * feat: support dense Qwen3 weight conversion.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/Awex 0.8.1","text":"InclusionAI (Ant Group) released inclusionAI/Awex 0.8.1."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"is classified as","object":"release signal","text":"inclusionAI/Awex 0.8.1 is classified as release signal."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"belongs to","object":"releases desk","text":"inclusionAI/Awex 0.8.1 belongs to releases desk."},{"subject":"inclusionAI/Awex 0.8.1","predicate":"has context","object":"inclusionAI/Awex","text":"inclusionAI/Awex 0.8.1 has context inclusionAI/Awex."},{"subject":"inclusionAI/Awex 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contribution in https://github.com/inclusionAI/Awex/pull/114 * @sitabulaixizawaluduo made their first contribution in https://github.com/inclusionAI/Awex/pull/115 **Full Changelog**: https://github.com/inclusionAI/Awex/compare/v0.8.0...0.8.1"},"evidence_pages":[],"related_signals":[{"id":"2df491a3-1a23-4cf0-b7a5-5672f1c38051","url":"https://onlylabs.fyi/signals/2df491a3-1a23-4cf0-b7a5-5672f1c38051","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.5","title":"inclusionAI/AKernel v0.1.5","context":"inclusionAI/AKernel","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant 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