{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Release: inclusionAI/AKernel v0.1.2","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/a0e3021d-8413-4644-a9db-4b55853cd153","json_url":"https://onlylabs.fyi/signals/a0e3021d-8413-4644-a9db-4b55853cd153/signal.json","generated_at":"2026-08-28T16:51:52.514Z","evidence_latest_fetched_at":"2026-08-15T07:02:05.799242+00:00","signal_first_seen_at":"2026-08-15T07:00:55.295734+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/a0e3021d-8413-4644-a9db-4b55853cd153","signal_json":"https://onlylabs.fyi/signals/a0e3021d-8413-4644-a9db-4b55853cd153/signal.json","source":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.2","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/AKernel v0.1.2 (inclusionAI/AKernel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release, no traction indicated · AKernel v0.1.2 Repository: inclusionAI/AKernel Tag: v0.1.2 Published: 2026-08-14T15:17:43Z Prerelease: no Release notes: AKernel v0.1.2 adds sandbox network policies,.... 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/v0.1.2","source_host":"github.com","occurred_at":"2026-08-14T15:17:43+00:00","first_seen_at":"2026-08-15T07:00:55.295734+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":"AKernel v0.1.2","source":"source"},{"label":"Notability","value":"Minor release, no traction indicated","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/AKernel/releases/tag/v0.1.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-15T07:02:05.799242+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a0e3021d-8413-4644-a9db-4b55853cd153/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/a0e3021d-8413-4644-a9db-4b55853cd153/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.2","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/AKernel v0.1.2\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/AKernel v0.1.2","text":"InclusionAI (Ant Group) released inclusionAI/AKernel v0.1.2."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"is classified as","object":"release signal","text":"inclusionAI/AKernel v0.1.2 is classified as release signal."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"belongs to","object":"releases desk","text":"inclusionAI/AKernel v0.1.2 belongs to releases desk."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has context","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.1.2 has context inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/AKernel v0.1.2 has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has captured page count","object":"1","text":"inclusionAI/AKernel v0.1.2 has captured page count 1."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has readable page count","object":"1","text":"inclusionAI/AKernel v0.1.2 has readable page count 1."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has related signal count","object":"6","text":"inclusionAI/AKernel v0.1.2 has related signal count 6."},{"subject":"inclusionAI/AKernel v0.1.2","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/AKernel v0.1.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has source host","object":"github.com","text":"inclusionAI/AKernel v0.1.2 has source host github.com."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/AKernel v0.1.2 has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has signal desk","object":"releases","text":"inclusionAI/AKernel v0.1.2 has signal desk releases."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has source host","object":"github.com","text":"inclusionAI/AKernel v0.1.2 has source host github.com."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has repository","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.1.2 has repository inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has release","object":"AKernel v0.1.2","text":"inclusionAI/AKernel v0.1.2 has release AKernel v0.1.2."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has notability","object":"Minor release, no traction indicated","text":"inclusionAI/AKernel v0.1.2 has notability Minor release, no traction indicated."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has watch term","object":"Infrastructure","text":"inclusionAI/AKernel v0.1.2 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/AKernel v0.1.2 (inclusionAI/AKernel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release, no traction indicated · AKernel v0.1.2 Repository: inclusionAI/AKernel Tag: v0.1.2 Published: 2026-08-14T15:17:43Z Prerelease: no Release notes: AKernel v0.1.2 adds sandbox network policies,.... 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 v0.1.2","text":"InclusionAI (Ant Group) released inclusionAI/AKernel v0.1.2."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"is classified as","object":"release signal","text":"inclusionAI/AKernel v0.1.2 is classified as release signal."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"belongs to","object":"releases desk","text":"inclusionAI/AKernel v0.1.2 belongs to releases desk."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has context","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.1.2 has context inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.1.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/AKernel v0.1.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a0e3021d-8413-4644-a9db-4b55853cd153","url":"https://onlylabs.fyi/signals/a0e3021d-8413-4644-a9db-4b55853cd153","json_url":"https://onlylabs.fyi/signals/a0e3021d-8413-4644-a9db-4b55853cd153/signal.json","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.2","title":"inclusionAI/AKernel v0.1.2","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":"2026-08-14T15:17:43+00:00","first_seen_at":"2026-08-15T07:00:55.295734+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/v0.1.2"]},"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/v0.1.2","final_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.2","title":"inclusionAI/AKernel v0.1.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-15T07:02:05.799242+00:00","bytes":3297,"raw_path":"449b8b39076f95c2cbae1d9e18e1c389679a5bcd1c95a4578d43416ba0831d88.json","content_hash":"6340a43b98924d6aefc86679a05287f2bb934afa36c2d11e6b4797f3fe0f4138","excerpt_chars":1200,"truncated":false,"excerpt":"AKernel v0.1.2 Repository: inclusionAI/AKernel Tag: v0.1.2 Published: 2026-08-14T15:17:43Z Prerelease: no Release notes: AKernel v0.1.2 adds sandbox network policies, experimental eBPF NAT, NVIDIA GPU and disk-backed storage support, while improving SDK and runtime compatibility. Highlights - Add creation-time block-network and exact or wildcard DNS deny-list policies. - Add experimental TC eBPF `bpfnat`; iptables remains the default backend. - Add experimental whole-device NVIDIA GPU sandboxes powered by gVisor [nvproxy](https://gvisor.dev/docs/user_guide/gpu/) and configurable writable rootfs quotas; both currently require `runsc`. - Make the RRT (Rust runtime) profile the default. - Support both the default `openyuanrong-sandbox` backend and optional actor-based `openyuanrong-sdk` backend, upgraded to openYuanRong 0.9.7. - Add transparent cgroup v1 and v2 support. See the [README](https://github.com/inclusionAI/AKernel), [SDK guide](https://github.com/inclusionAI/AKernel/blob/v0.1.2/sdk/python/README.md), and [deployment guide](https://github.com/inclusionAI/AKernel/blob/v0.1.2/deploy/README.md) for usage, limitations, and upgrade requirements."},"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 Group)","category":"neolab"},"occurred_at":"2026-08-21T15:01:24+00:00","first_seen_at":"2026-08-22T07:00:56.088581+00:00","date_source":"source"},{"id":"c0f793fc-493b-48ed-aa7c-d2b330c266cc","url":"https://onlylabs.fyi/signals/c0f793fc-493b-48ed-aa7c-d2b330c266cc","source_url":"https://github.com/inclusionAI/humming/releases/tag/v0.1.13","title":"inclusionAI/humming v0.1.13","context":"inclusionAI/humming","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-21T02:11:59+00:00","first_seen_at":"2026-08-21T07:03:46.368274+00:00","date_source":"source"},{"id":"a445a189-caac-41cc-9108-ec9adf381806","url":"https://onlylabs.fyi/signals/a445a189-caac-41cc-9108-ec9adf381806","source_url":"https://github.com/inclusionAI/Awex/releases/tag/v0.8.1","title":"inclusionAI/Awex v0.8.1","context":"inclusionAI/Awex","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-20T07:45:17+00:00","first_seen_at":"2026-08-21T07:03:46.368274+00:00","date_source":"source"},{"id":"e7ef0ee4-7b9c-49ef-a9df-cc691db9666c","url":"https://onlylabs.fyi/signals/e7ef0ee4-7b9c-49ef-a9df-cc691db9666c","source_url":"https://github.com/inclusionAI/Awex/releases/tag/0.8.1","title":"inclusionAI/Awex 0.8.1","context":"inclusionAI/Awex","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-19T04:36:10+00:00","first_seen_at":"2026-08-19T07:00:59.261651+00:00","date_source":"source"},{"id":"ce2e0c5f-95f4-4cc7-83ce-fc1e1b511a8f","url":"https://onlylabs.fyi/signals/ce2e0c5f-95f4-4cc7-83ce-fc1e1b511a8f","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.4","title":"inclusionAI/AKernel v0.1.4","context":"inclusionAI/AKernel","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-17T11:54:08+00:00","first_seen_at":"2026-08-18T07:00:59.127991+00:00","date_source":"source"},{"id":"a2005b24-c883-4503-ab77-2d3ab112dd4d","url":"https://onlylabs.fyi/signals/a2005b24-c883-4503-ab77-2d3ab112dd4d","source_url":"https://github.com/inclusionAI/AReno/releases/tag/v0.0.7","title":"inclusionAI/AReno v0.0.7","context":"inclusionAI/AReno","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-14T10:27:30+00:00","first_seen_at":"2026-08-15T07:00:55.295734+00:00","date_source":"source"}]}