{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/ais-k8s v3.0.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac","json_url":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac/signal.json","generated_at":"2026-06-10T09:22:55.197+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac","signal_json":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac/signal.json","source":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/ais-k8s v3.0.0 (NVIDIA/ais-k8s). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release: NVIDIA/ais-k8s v3.0.0 - Repository: NVIDIA/ais-k8s | Kubernetes Operator, Helm Charts, Ansible Playbooks, and utility scripts for large-scale AIStore.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","source_host":"github.com","occurred_at":"2026-06-08T21:45:00+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source","context":"NVIDIA/ais-k8s"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/ais-k8s","source":"source"},{"label":"Release","value":"v3.0.0","source":"source"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-10T09:22:55.197+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 NVIDIA's release signal \"NVIDIA/ais-k8s v3.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/ais-k8s v3.0.0","text":"NVIDIA released NVIDIA/ais-k8s v3.0.0."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/ais-k8s v3.0.0 is classified as release signal."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/ais-k8s v3.0.0 belongs to releases desk."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has context","object":"NVIDIA/ais-k8s","text":"NVIDIA/ais-k8s v3.0.0 has context NVIDIA/ais-k8s."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/ais-k8s v3.0.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has captured page count","object":"1","text":"NVIDIA/ais-k8s v3.0.0 has captured page count 1."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has readable page count","object":"1","text":"NVIDIA/ais-k8s v3.0.0 has readable page count 1."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has related signal count","object":"6","text":"NVIDIA/ais-k8s v3.0.0 has related signal count 6."},{"subject":"NVIDIA/ais-k8s v3.0.0","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":"NVIDIA/ais-k8s v3.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has source host","object":"github.com","text":"NVIDIA/ais-k8s v3.0.0 has source host github.com."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/ais-k8s v3.0.0 has lab NVIDIA."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/ais-k8s v3.0.0 has signal desk releases."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has source host","object":"github.com","text":"NVIDIA/ais-k8s v3.0.0 has source host github.com."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has repository","object":"NVIDIA/ais-k8s","text":"NVIDIA/ais-k8s v3.0.0 has repository NVIDIA/ais-k8s."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has release","object":"v3.0.0","text":"NVIDIA/ais-k8s v3.0.0 has release v3.0.0."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/ais-k8s v3.0.0 has watch term Infrastructure."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has watch term","object":"Safety and alignment","text":"NVIDIA/ais-k8s v3.0.0 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/ais-k8s v3.0.0 (NVIDIA/ais-k8s). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release: NVIDIA/ais-k8s v3.0.0 - Repository: NVIDIA/ais-k8s | Kubernetes Operator, Helm Charts, Ansible Playbooks, and utility scripts for large-scale AIStore.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/ais-k8s v3.0.0","text":"NVIDIA released NVIDIA/ais-k8s v3.0.0."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/ais-k8s v3.0.0 is classified as release signal."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/ais-k8s v3.0.0 belongs to releases desk."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has context","object":"NVIDIA/ais-k8s","text":"NVIDIA/ais-k8s v3.0.0 has context NVIDIA/ais-k8s."},{"subject":"NVIDIA/ais-k8s v3.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/ais-k8s v3.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2091fc0e-f41f-4ab2-9990-d6693dfde2ac","url":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac","json_url":"https://onlylabs.fyi/signals/2091fc0e-f41f-4ab2-9990-d6693dfde2ac/signal.json","source_url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","title":"NVIDIA/ais-k8s v3.0.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/ais-k8s","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-08T21:45:00+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0"]},"facets":{"repo":"NVIDIA/ais-k8s"},"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":{"url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","final_url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","title":"NVIDIA/ais-k8s v3.0.0","http_status":200,"content_type":"application/json","capture_method":"exa","fetched_at":"2026-06-10T09:22:55.197+00:00","bytes":8035,"raw_path":"217d7007ecd0b6703a465ed4436b7dc5f96b759244252b63eab4ebaee04ef57f.json","content_hash":"83bdfeb703be1d2a2430fa612267f884aadaa1d3d7642fceafedec9f84469d5b","excerpt_chars":1200,"truncated":true,"excerpt":"Release: NVIDIA/ais-k8s v3.0.0 - Repository: NVIDIA/ais-k8s | Kubernetes Operator, Helm Charts, Ansible Playbooks, and utility scripts for large-scale AIStore deployments on Kubernetes. | 132 stars | Go - Author: [@github-actions[bot]](https://github.com/github-actions[bot]) - Created: 2026-06-08T21:31:56Z - Published: 2026-06-08T21:45:00Z v3.0.0 WARNING: This release **will** result in an AIStore cluster rollout to sync pod templates. Added - Default pod-level security context applied when `securityContext` is unset, with runtime-default seccomp profiles. - AIS-container security context spec option `aisContainerSecurityContext` to replace `capabilities`. Keeps the same underlying K8s type. - Default when `aisContainerSecurityContext` is unset: drop all capabilities and disallow privilege escalation. Changed - Admission webhook - Rejects specs that set both `spec.tls` and any of `configToUpdate.net.http.{server_crt,server_key,client_ca_tls}`. The operator owns these paths (`/var/certs/{tls.crt,tls.key,ca.crt}`) whenever `spec.tls` is configured. - Allows updates to both proxy and target `capabilities`, mapped to container security context. - Target rollouts now tolerate..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","final_url":"https://github.com/NVIDIA/ais-k8s/releases/tag/v3.0.0","title":"NVIDIA/ais-k8s v3.0.0","http_status":200,"content_type":"application/json","capture_method":"exa","fetched_at":"2026-06-10T09:22:55.197+00:00","bytes":8035,"raw_path":"217d7007ecd0b6703a465ed4436b7dc5f96b759244252b63eab4ebaee04ef57f.json","content_hash":"83bdfeb703be1d2a2430fa612267f884aadaa1d3d7642fceafedec9f84469d5b","excerpt_chars":1200,"truncated":true,"excerpt":"Release: NVIDIA/ais-k8s v3.0.0 - Repository: NVIDIA/ais-k8s | Kubernetes Operator, Helm Charts, Ansible Playbooks, and utility scripts for large-scale AIStore deployments on Kubernetes. | 132 stars | Go - Author: [@github-actions[bot]](https://github.com/github-actions[bot]) - Created: 2026-06-08T21:31:56Z - Published: 2026-06-08T21:45:00Z v3.0.0 WARNING: This release **will** result in an AIStore cluster rollout to sync pod templates. Added - Default pod-level security context applied when `securityContext` is unset, with runtime-default seccomp profiles. - AIS-container security context spec option `aisContainerSecurityContext` to replace `capabilities`. Keeps the same underlying K8s type. - Default when `aisContainerSecurityContext` is unset: drop all capabilities and disallow privilege escalation. Changed - Admission webhook - Rejects specs that set both `spec.tls` and any of `configToUpdate.net.http.{server_crt,server_key,client_ca_tls}`. The operator owns these paths (`/var/certs/{tls.crt,tls.key,ca.crt}`) whenever `spec.tls` is configured. - Allows updates to both proxy and target `capabilities`, mapped to container security context. - Target rollouts now tolerate..."}],"related_signals":[{"id":"45f4cdf4-5665-44fd-b290-c27312411e95","url":"https://onlylabs.fyi/signals/45f4cdf4-5665-44fd-b290-c27312411e95","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.1.0-release","title":"NVIDIA/open-nvdebug nvdebug-v2.1.0-release","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:57:30+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"25a9df96-2996-450c-a19b-ac955b7e77b7","url":"https://onlylabs.fyi/signals/25a9df96-2996-450c-a19b-ac955b7e77b7","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.0.0","title":"NVIDIA/open-nvdebug nvdebug-v2.0.0","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:55:39+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"837ce80c-4bdb-48fc-947b-8842ace3a199","url":"https://onlylabs.fyi/signals/837ce80c-4bdb-48fc-947b-8842ace3a199","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc02","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc02","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:19:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"1f40b37a-1570-4da9-b4ed-a722da3acd28","url":"https://onlylabs.fyi/signals/1f40b37a-1570-4da9-b4ed-a722da3acd28","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.25.0","title":"NVIDIA/cudnn-frontend v1.25.0","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T21:11:51+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"c5fe1a74-96b4-4f19-a620-d1b63758cdcb","url":"https://onlylabs.fyi/signals/c5fe1a74-96b4-4f19-a620-d1b63758cdcb","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc01","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc01","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T19:02:10+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"565de597-ad94-49ff-91ef-632e549ba88d","url":"https://onlylabs.fyi/signals/565de597-ad94-49ff-91ef-632e549ba88d","source_url":"https://github.com/NVIDIA/elements/releases/tag/%40nvidia-elements/styles-v2.0.2","title":"NVIDIA/elements @nvidia-elements/styles-v2.0.2","context":"NVIDIA/elements","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T18:51:17+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"}]}