{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Release: inclusionAI/AKernel v0.2.0rc2","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/d19222a5-f711-482b-b88a-34cdb9f1a1bd","json_url":"https://onlylabs.fyi/signals/d19222a5-f711-482b-b88a-34cdb9f1a1bd/signal.json","generated_at":"2026-10-24T20:21:07.870Z","evidence_latest_fetched_at":"2026-10-20T07:03:51.729219+00:00","signal_first_seen_at":"2026-10-20T07:01:04.813696+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/d19222a5-f711-482b-b88a-34cdb9f1a1bd","signal_json":"https://onlylabs.fyi/signals/d19222a5-f711-482b-b88a-34cdb9f1a1bd/signal.json","source":"https://github.com/inclusionAI/AKernel/releases/tag/v0.2.0rc2","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/AKernel v0.2.0rc2 (inclusionAI/AKernel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Python SDK 0.2.0rc2 Repository: inclusionAI/AKernel Tag: v0.2.0rc2 Published: 2026-10-20T05:01:19Z Prerelease: yes Release notes: Python SDK release candidate from.... 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/AKernel/releases/tag/v0.2.0rc2","source_host":"github.com","occurred_at":"2026-10-20T05:01:19+00:00","first_seen_at":"2026-10-20T07:01:04.813696+00:00","date_source":"source","context":"inclusionAI/AKernel"},"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/AKernel","source":"source"},{"label":"Release","value":"Python SDK 0.2.0rc2","source":"source"},{"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/inclusionAI/AKernel/releases/tag/v0.2.0rc2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-20T07:03:51.729219+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d19222a5-f711-482b-b88a-34cdb9f1a1bd/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/d19222a5-f711-482b-b88a-34cdb9f1a1bd/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.2.0rc2","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/AKernel v0.2.0rc2\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/AKernel v0.2.0rc2","text":"InclusionAI (Ant Group) released inclusionAI/AKernel v0.2.0rc2."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"is classified as","object":"release signal","text":"inclusionAI/AKernel v0.2.0rc2 is classified as release signal."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"belongs to","object":"releases desk","text":"inclusionAI/AKernel v0.2.0rc2 belongs to releases desk."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has context","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.2.0rc2 has context inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/AKernel v0.2.0rc2 has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has captured page count","object":"1","text":"inclusionAI/AKernel v0.2.0rc2 has captured page count 1."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has readable page count","object":"1","text":"inclusionAI/AKernel v0.2.0rc2 has readable page count 1."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has related signal count","object":"6","text":"inclusionAI/AKernel v0.2.0rc2 has related signal count 6."},{"subject":"inclusionAI/AKernel v0.2.0rc2","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/AKernel v0.2.0rc2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has source host","object":"github.com","text":"inclusionAI/AKernel v0.2.0rc2 has source host github.com."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/AKernel v0.2.0rc2 has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has signal desk","object":"releases","text":"inclusionAI/AKernel v0.2.0rc2 has signal desk releases."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has source host","object":"github.com","text":"inclusionAI/AKernel v0.2.0rc2 has source host github.com."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has repository","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.2.0rc2 has repository inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has release","object":"Python SDK 0.2.0rc2","text":"inclusionAI/AKernel v0.2.0rc2 has release Python SDK 0.2.0rc2."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has watch term","object":"Infrastructure","text":"inclusionAI/AKernel v0.2.0rc2 has watch term Infrastructure."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has watch term","object":"Safety and alignment","text":"inclusionAI/AKernel v0.2.0rc2 has watch term Safety and alignment."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has watch term","object":"Agents and tool use","text":"inclusionAI/AKernel v0.2.0rc2 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/AKernel v0.2.0rc2 (inclusionAI/AKernel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Python SDK 0.2.0rc2 Repository: inclusionAI/AKernel Tag: v0.2.0rc2 Published: 2026-10-20T05:01:19Z Prerelease: yes Release notes: Python SDK release candidate from.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/AKernel v0.2.0rc2","text":"InclusionAI (Ant Group) released inclusionAI/AKernel v0.2.0rc2."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"is classified as","object":"release signal","text":"inclusionAI/AKernel v0.2.0rc2 is classified as release signal."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"belongs to","object":"releases desk","text":"inclusionAI/AKernel v0.2.0rc2 belongs to releases desk."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has context","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.2.0rc2 has context inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.2.0rc2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/AKernel v0.2.0rc2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d19222a5-f711-482b-b88a-34cdb9f1a1bd","url":"https://onlylabs.fyi/signals/d19222a5-f711-482b-b88a-34cdb9f1a1bd","json_url":"https://onlylabs.fyi/signals/d19222a5-f711-482b-b88a-34cdb9f1a1bd/signal.json","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.2.0rc2","title":"inclusionAI/AKernel v0.2.0rc2","summary":"InclusionAI (Ant Group) published release notes. onlylabs watches releases for what actually shipped.","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","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/AKernel/releases/tag/v0.2.0rc2"]},"facets":{"repo":"inclusionAI/AKernel"},"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/AKernel/releases/tag/v0.2.0rc2","final_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.2.0rc2","title":"inclusionAI/AKernel v0.2.0rc2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-20T07:03:51.729219+00:00","bytes":3070,"raw_path":"44519c646c6e279332327589c397dc1a87b7bb296089286ce20a3a780886439f.json","content_hash":"c819220e94e5805d8886914d3088dfd9a8bba502549415536f5dbbc9e1b9022d","excerpt_chars":1200,"truncated":false,"excerpt":"Python SDK 0.2.0rc2 Repository: inclusionAI/AKernel Tag: v0.2.0rc2 Published: 2026-10-20T05:01:19Z Prerelease: yes Release notes: Python SDK release candidate from develop `55152795cd71f15427982f428e6f2706f241103b`. - Pin the public `adx-environment==0.1.0rc2` dependency, including structured scheduling-failure diagnostics and reverse-tunnel reconnect handling from #108. - Pair this SDK with the matching ADX 0.1.0rc2 server runtime for the #105 capacity-diagnostic and #107 tunnel/network-policy behavior. Cluster regression results will be reported on those issues separately. - The develop deployment baseline also includes #111's sandboxd resource-source alignment and Grafana node-table join correction. Install the exact candidate once the Python publication workflow completes: ```bash python -m pip install 'akernel-sdk==0.2.0rc2' ``` This is a prerelease. 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