{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Release: inclusionAI/AKernel v0.1.1","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/73126e78-501a-4f8d-a72f-9acc68b83c6a","json_url":"https://onlylabs.fyi/signals/73126e78-501a-4f8d-a72f-9acc68b83c6a/signal.json","generated_at":"2026-07-26T18:51:27.599Z","evidence_latest_fetched_at":"2026-07-26T07:01:43.746481+00:00","signal_first_seen_at":"2026-07-26T07:00:57.293458+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/73126e78-501a-4f8d-a72f-9acc68b83c6a","signal_json":"https://onlylabs.fyi/signals/73126e78-501a-4f8d-a72f-9acc68b83c6a/signal.json","source":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.1","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/AKernel v0.1.1 (inclusionAI/AKernel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: AKernel v0.1.1 Repository: inclusionAI/AKernel Tag: v0.1.1 Published: 2026-07-26T04:05:28Z Prerelease: no Release notes: AKernel v0.1.1 expands AKernel's sandbox runtime.... 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/v0.1.1","source_host":"github.com","occurred_at":"2026-07-26T04:05:28+00:00","first_seen_at":"2026-07-26T07:00:57.293458+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 v0.1.1","source":"source"},{"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/v0.1.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-26T07:01:43.746481+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/73126e78-501a-4f8d-a72f-9acc68b83c6a/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/73126e78-501a-4f8d-a72f-9acc68b83c6a/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.1","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/AKernel v0.1.1\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"released","object":"inclusionAI/AKernel v0.1.1","text":"InclusionAI (Ant Group) released inclusionAI/AKernel v0.1.1."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"is classified as","object":"release signal","text":"inclusionAI/AKernel v0.1.1 is classified as release signal."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"belongs to","object":"releases desk","text":"inclusionAI/AKernel v0.1.1 belongs to releases desk."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has context","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.1.1 has context inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/AKernel v0.1.1 has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has captured page count","object":"1","text":"inclusionAI/AKernel v0.1.1 has captured page count 1."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has readable page count","object":"1","text":"inclusionAI/AKernel v0.1.1 has readable page count 1."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has related signal count","object":"6","text":"inclusionAI/AKernel v0.1.1 has related signal count 6."},{"subject":"inclusionAI/AKernel v0.1.1","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/AKernel v0.1.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has source host","object":"github.com","text":"inclusionAI/AKernel v0.1.1 has source host github.com."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/AKernel v0.1.1 has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has signal desk","object":"releases","text":"inclusionAI/AKernel v0.1.1 has signal desk releases."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has source host","object":"github.com","text":"inclusionAI/AKernel v0.1.1 has source host github.com."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has repository","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.1.1 has repository inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has release","object":"AKernel v0.1.1","text":"inclusionAI/AKernel v0.1.1 has release AKernel v0.1.1."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has watch term","object":"Infrastructure","text":"inclusionAI/AKernel v0.1.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/AKernel v0.1.1 (inclusionAI/AKernel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: AKernel v0.1.1 Repository: inclusionAI/AKernel Tag: v0.1.1 Published: 2026-07-26T04:05:28Z Prerelease: no Release notes: AKernel v0.1.1 expands AKernel's sandbox runtime.... 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 v0.1.1","text":"InclusionAI (Ant Group) released inclusionAI/AKernel v0.1.1."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"is classified as","object":"release signal","text":"inclusionAI/AKernel v0.1.1 is classified as release signal."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"belongs to","object":"releases desk","text":"inclusionAI/AKernel v0.1.1 belongs to releases desk."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has context","object":"inclusionAI/AKernel","text":"inclusionAI/AKernel v0.1.1 has context inclusionAI/AKernel."},{"subject":"inclusionAI/AKernel v0.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/AKernel v0.1.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"73126e78-501a-4f8d-a72f-9acc68b83c6a","url":"https://onlylabs.fyi/signals/73126e78-501a-4f8d-a72f-9acc68b83c6a","json_url":"https://onlylabs.fyi/signals/73126e78-501a-4f8d-a72f-9acc68b83c6a/signal.json","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.1","title":"inclusionAI/AKernel v0.1.1","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":"2026-07-26T04:05:28+00:00","first_seen_at":"2026-07-26T07:00:57.293458+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/v0.1.1"]},"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/v0.1.1","final_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.1","title":"inclusionAI/AKernel v0.1.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-26T07:01:43.746481+00:00","bytes":3129,"raw_path":"bcb5947eb6e2f9a69989436a5ff70a51b25d632d92cdddc7c2e4ea53b3414d6a.json","content_hash":"49334a749d58c2636c181fb266aed8fa702f7b01e6037501be1ec4ec9fd8292e","excerpt_chars":1200,"truncated":false,"excerpt":"AKernel v0.1.1 Repository: inclusionAI/AKernel Tag: v0.1.1 Published: 2026-07-26T04:05:28Z Prerelease: no Release notes: AKernel v0.1.1 expands AKernel's sandbox runtime options with Kata Containers, while improving SDK compatibility, build reproducibility, and CI coverage. Highlights - Kata Containers 4.0 support for KVM-capable nodes(), with gVisor remaining the default runtime - Runtime selection through `Sandbox(runtime=\"kata\")`, including a new runnable SDK example - Kata runtime integration across standalone, Helm, Alibaba Cloud, and Huawei Cloud deployments - Upgrade to openYuanRong SDK 0.9.2, improving reverse-tunnel reliability > Kata requires a usable `/dev/kvm` device. Nodes without KVM remain available for gVisor workloads and do not advertise Kata support. See the [README](https://github.com/inclusionAI/AKernel) and [SDK runtime guide](https://github.com/inclusionAI/AKernel/blob/v0.1.1/sdk/python/README.md#sandbox-runtimes) for usage and deployment instructions."},"evidence_pages":[],"related_signals":[{"id":"1bcd6e41-749e-4c3d-986e-b20572721607","url":"https://onlylabs.fyi/signals/1bcd6e41-749e-4c3d-986e-b20572721607","source_url":"https://github.com/inclusionAI/Awex/releases/tag/v0.8.0","title":"inclusionAI/Awex v0.8.0","context":"inclusionAI/Awex","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-23T03:00:52+00:00","first_seen_at":"2026-07-23T07:01:01.553369+00:00","date_source":"source"},{"id":"3de71c14-bcbd-4765-b962-25e0a914e741","url":"https://onlylabs.fyi/signals/3de71c14-bcbd-4765-b962-25e0a914e741","source_url":"https://github.com/inclusionAI/AKernel/releases/tag/v0.1.0","title":"inclusionAI/AKernel v0.1.0","context":"inclusionAI/AKernel","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-22T03:23:41+00:00","first_seen_at":"2026-07-23T07:01:01.553369+00:00","date_source":"source"},{"id":"2cb8d1ba-d88d-4ed8-8e45-3ef6ce2fa82b","url":"https://onlylabs.fyi/signals/2cb8d1ba-d88d-4ed8-8e45-3ef6ce2fa82b","source_url":"https://github.com/inclusionAI/AReno/releases/tag/v0.0.6","title":"inclusionAI/AReno v0.0.6","context":"inclusionAI/AReno","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-21T09:53:18+00:00","first_seen_at":"2026-07-22T07:00:59.842137+00:00","date_source":"source"},{"id":"8370b39c-29b8-452a-8bc6-fc4ce7d5366b","url":"https://onlylabs.fyi/signals/8370b39c-29b8-452a-8bc6-fc4ce7d5366b","source_url":"https://github.com/inclusionAI/Avernet/releases/tag/v2026.07.15","title":"inclusionAI/Avernet v2026.07.15","context":"inclusionAI/Avernet","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-15T17:28:06+00:00","first_seen_at":"2026-07-16T07:01:51.175377+00:00","date_source":"source"},{"id":"145763be-681f-40d0-ad5e-681e537a99b2","url":"https://onlylabs.fyi/signals/145763be-681f-40d0-ad5e-681e537a99b2","source_url":"https://github.com/inclusionAI/humming/releases/tag/v0.1.11","title":"inclusionAI/humming v0.1.11","context":"inclusionAI/humming","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-15T12:49:31+00:00","first_seen_at":"2026-07-16T07:01:51.175377+00:00","date_source":"source"},{"id":"ffb8f0d4-681b-42a8-82f2-38d760e0dc17","url":"https://onlylabs.fyi/signals/ffb8f0d4-681b-42a8-82f2-38d760e0dc17","source_url":"https://github.com/inclusionAI/AReno/releases/tag/v0.0.5","title":"inclusionAI/AReno v0.0.5","context":"inclusionAI/AReno","kind":{"key":"release","label":"Release"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-14T04:20:30+00:00","first_seen_at":"2026-07-14T07:01:01.635689+00:00","date_source":"source"}]}