{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/k8s-launch-kit v26.4.0-beta.7","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7feeac11-9112-4ae2-973b-2ea588d03df5","json_url":"https://onlylabs.fyi/signals/7feeac11-9112-4ae2-973b-2ea588d03df5/signal.json","generated_at":"2026-06-11T03:36:18.686586+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/7feeac11-9112-4ae2-973b-2ea588d03df5","signal_json":"https://onlylabs.fyi/signals/7feeac11-9112-4ae2-973b-2ea588d03df5/signal.json","source":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7","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/k8s-launch-kit v26.4.0-beta.7 (NVIDIA/k8s-launch-kit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine beta release, not a major event. · v26.4.0-beta.7 Repository: NVIDIA/k8s-launch-kit Tag: v26.4.0-beta.7 Published: 2026-05-07T14:42:45Z Prerelease: no Release notes: What's Changed * Add `l8k generate.... 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/k8s-launch-kit/releases/tag/v26.4.0-beta.7","source_host":"github.com","occurred_at":"2026-05-07T14:42:45+00:00","first_seen_at":"2026-06-08T07:00:24.560702+00:00","date_source":"source","context":"NVIDIA/k8s-launch-kit"},"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/k8s-launch-kit","source":"source"},{"label":"Release","value":"v26.4.0-beta.7","source":"source"},{"label":"Notability","value":"Routine beta release, not a major event.","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/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:36:18.686586+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7feeac11-9112-4ae2-973b-2ea588d03df5/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/7feeac11-9112-4ae2-973b-2ea588d03df5/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7","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/k8s-launch-kit v26.4.0-beta.7\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","text":"NVIDIA released NVIDIA/k8s-launch-kit v26.4.0-beta.7."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"is classified as","object":"release signal","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 is classified as release signal."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"belongs to","object":"releases desk","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 belongs to releases desk."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has context","object":"NVIDIA/k8s-launch-kit","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has context NVIDIA/k8s-launch-kit."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has captured page count","object":"1","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has captured page count 1."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has readable page count","object":"1","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has readable page count 1."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has related signal count","object":"6","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has related signal count 6."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","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/k8s-launch-kit v26.4.0-beta.7 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has source host","object":"github.com","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has source host github.com."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has lab NVIDIA."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has signal desk","object":"releases","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has signal desk releases."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has source host","object":"github.com","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has source host github.com."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has repository","object":"NVIDIA/k8s-launch-kit","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has repository NVIDIA/k8s-launch-kit."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has release","object":"v26.4.0-beta.7","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has release v26.4.0-beta.7."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has notability","object":"Routine beta release, not a major event.","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has notability Routine beta release, not a major event.."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/k8s-launch-kit v26.4.0-beta.7 (NVIDIA/k8s-launch-kit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine beta release, not a major event. · v26.4.0-beta.7 Repository: NVIDIA/k8s-launch-kit Tag: v26.4.0-beta.7 Published: 2026-05-07T14:42:45Z Prerelease: no Release notes: What's Changed * Add `l8k generate.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","text":"NVIDIA released NVIDIA/k8s-launch-kit v26.4.0-beta.7."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"is classified as","object":"release signal","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 is classified as release signal."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"belongs to","object":"releases desk","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 belongs to releases desk."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has context","object":"NVIDIA/k8s-launch-kit","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has context NVIDIA/k8s-launch-kit."},{"subject":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/k8s-launch-kit v26.4.0-beta.7 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7feeac11-9112-4ae2-973b-2ea588d03df5","url":"https://onlylabs.fyi/signals/7feeac11-9112-4ae2-973b-2ea588d03df5","json_url":"https://onlylabs.fyi/signals/7feeac11-9112-4ae2-973b-2ea588d03df5/signal.json","source_url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7","title":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/k8s-launch-kit","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-07T14:42:45+00:00","first_seen_at":"2026-06-08T07:00:24.560702+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/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7"]},"facets":{"repo":"NVIDIA/k8s-launch-kit"},"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/k8s-launch-kit/releases/tag/v26.4.0-beta.7","final_url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7","title":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:36:18.686586+00:00","bytes":27568,"raw_path":"e9711ffdd0999b7cb13c0df2670e1c5b7251b6b4f5783d91d5ea0a427e334943.json","content_hash":"b66442a49267dcec4999d02e75c5352b41644d5d003ef28c0b9e408e85d7f7b3","excerpt_chars":1200,"truncated":true,"excerpt":"v26.4.0-beta.7 Repository: NVIDIA/k8s-launch-kit Tag: v26.4.0-beta.7 Published: 2026-05-07T14:42:45Z Prerelease: no Release notes: What's Changed * Add `l8k generate --for <preset>` for ahead-of-time manifest generation by @almaslennikov in https://github.com/NVIDIA/k8s-launch-kit/pull/58 * Add Spectrum-X RA2.1 profile and harden Spectrum-X CLI by @almaslennikov in https://github.com/NVIDIA/k8s-launch-kit/pull/59 * l8k: declarative defaults, scoped rendering, deploy/validate subcommands by @almaslennikov in https://github.com/NVIDIA/k8s-launch-kit/pull/60 **Full Changelog**: https://github.com/NVIDIA/k8s-launch-kit/compare/v26.4.0-beta.6...v26.4.0-beta.7 Changelog Other Changes * 922196c08655f1d37cc4c8ca64bfc64a25fd7f8b: Add Spectrum-X RA2.1 profile and harden Spectrum-X CLI (@almaslennikov) * de6463dd44dfbe3d1cda76ae3cbc7f5f227f9463: Add `l8k deploy` subcommand for applying pre-generated manifests (@almaslennikov) * 7e9cc565e30e119cb825dda67b4a3d94e6d7bd85: Add `l8k generate --for <preset>` for ahead-of-time manifest generation (@almaslennikov) * 9b38f1db9f2b299cfaceaa752462ada37af793e2: Add `l8k validate` to verify deployment state against selected release (@almaslennikov) *..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7","final_url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.4.0-beta.7","title":"NVIDIA/k8s-launch-kit v26.4.0-beta.7","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:36:18.686586+00:00","bytes":27568,"raw_path":"e9711ffdd0999b7cb13c0df2670e1c5b7251b6b4f5783d91d5ea0a427e334943.json","content_hash":"b66442a49267dcec4999d02e75c5352b41644d5d003ef28c0b9e408e85d7f7b3","excerpt_chars":1200,"truncated":true,"excerpt":"v26.4.0-beta.7 Repository: NVIDIA/k8s-launch-kit Tag: v26.4.0-beta.7 Published: 2026-05-07T14:42:45Z Prerelease: no Release notes: What's Changed * Add `l8k generate --for <preset>` for ahead-of-time manifest generation by @almaslennikov in https://github.com/NVIDIA/k8s-launch-kit/pull/58 * Add Spectrum-X RA2.1 profile and harden Spectrum-X CLI by @almaslennikov in https://github.com/NVIDIA/k8s-launch-kit/pull/59 * l8k: declarative defaults, scoped rendering, deploy/validate subcommands by @almaslennikov in https://github.com/NVIDIA/k8s-launch-kit/pull/60 **Full Changelog**: https://github.com/NVIDIA/k8s-launch-kit/compare/v26.4.0-beta.6...v26.4.0-beta.7 Changelog Other Changes * 922196c08655f1d37cc4c8ca64bfc64a25fd7f8b: Add Spectrum-X RA2.1 profile and harden Spectrum-X CLI (@almaslennikov) * de6463dd44dfbe3d1cda76ae3cbc7f5f227f9463: Add `l8k deploy` subcommand for applying pre-generated manifests (@almaslennikov) * 7e9cc565e30e119cb825dda67b4a3d94e6d7bd85: Add `l8k generate --for <preset>` for ahead-of-time manifest generation (@almaslennikov) * 9b38f1db9f2b299cfaceaa752462ada37af793e2: Add `l8k validate` to verify deployment state against selected release (@almaslennikov) *..."}],"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"}]}