{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/open-gpu-kernel-modules 580.126.16","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52","json_url":"https://onlylabs.fyi/signals/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52/signal.json","generated_at":"2026-06-27T04:07:37.841Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:50:17.855985+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/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52","signal_json":"https://onlylabs.fyi/signals/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52/signal.json","source":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/open-gpu-kernel-modules 580.126.16 (NVIDIA/open-gpu-kernel-modules). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16","source_host":"github.com","occurred_at":"2026-02-09T18:25:04+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source","context":"NVIDIA/open-gpu-kernel-modules"},"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/open-gpu-kernel-modules","source":"source"},{"label":"Release","value":"580.126.16","source":"source"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"gpu","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["gpu"],"score":13,"reason":"NVIDIA has a release signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52/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":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure?","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/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16","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":false},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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/open-gpu-kernel-modules 580.126.16\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/open-gpu-kernel-modules 580.126.16","text":"NVIDIA released NVIDIA/open-gpu-kernel-modules 580.126.16."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"is classified as","object":"release signal","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 is classified as release signal."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"belongs to","object":"releases desk","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 belongs to releases desk."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has context","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has context NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has evidence coverage 0 captured evidence pages."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 matches data-business lanes Infrastructure."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has captured page count","object":"0","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has captured page count 0."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has readable page count","object":"0","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has readable page count 0."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has related signal count","object":"6","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has related signal count 6."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","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/open-gpu-kernel-modules 580.126.16 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has source host","object":"github.com","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has source host github.com."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has lab NVIDIA."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has signal desk","object":"releases","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has signal desk releases."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has source host","object":"github.com","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has source host github.com."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has repository","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has repository NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has release","object":"580.126.16","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has release 580.126.16."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has radar lane","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has radar lane Infrastructure."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has matched term","object":"gpu","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has matched term gpu."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/open-gpu-kernel-modules 580.126.16 (NVIDIA/open-gpu-kernel-modules). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/open-gpu-kernel-modules 580.126.16","text":"NVIDIA released NVIDIA/open-gpu-kernel-modules 580.126.16."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"is classified as","object":"release signal","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 is classified as release signal."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"belongs to","object":"releases desk","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 belongs to releases desk."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has context","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has context NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 has evidence coverage 0 captured evidence pages."},{"subject":"NVIDIA/open-gpu-kernel-modules 580.126.16","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 580.126.16 matches data-business lanes Infrastructure."}]},"signal":{"id":"7dd535c0-cc8c-4d74-8d8c-94c4e440ea52","url":"https://onlylabs.fyi/signals/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52","json_url":"https://onlylabs.fyi/signals/7dd535c0-cc8c-4d74-8d8c-94c4e440ea52/signal.json","source_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16","title":"NVIDIA/open-gpu-kernel-modules 580.126.16","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/open-gpu-kernel-modules","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-02-09T18:25:04+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.126.16"]},"facets":{"repo":"NVIDIA/open-gpu-kernel-modules"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":13,"matched_terms":["gpu"],"reason":"NVIDIA has a release signal matching infrastructure."}},"primary_evidence_page":null,"evidence_pages":[],"related_signals":[{"id":"42a9edb6-2b2c-4f0e-b3bb-896af74645b9","url":"https://onlylabs.fyi/signals/42a9edb6-2b2c-4f0e-b3bb-896af74645b9","source_url":"https://github.com/NVIDIA/cloudxr-framework/releases/tag/6.2.0","title":"NVIDIA/cloudxr-framework 6.2.0","context":"NVIDIA/cloudxr-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T20:23:39+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"335a99b8-e97f-4614-8873-316c0a1a0e62","url":"https://onlylabs.fyi/signals/335a99b8-e97f-4614-8873-316c0a1a0e62","source_url":"https://github.com/NVIDIA/nodewright/releases/tag/chart/v0.17.1","title":"NVIDIA/nodewright chart/v0.17.1","context":"NVIDIA/nodewright","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T19:43:37+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"cda1652a-f88a-4670-be06-1b776d3a9c0c","url":"https://onlylabs.fyi/signals/cda1652a-f88a-4670-be06-1b776d3a9c0c","source_url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.71","title":"NVIDIA/OpenShell v0.0.71","context":"NVIDIA/OpenShell","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T15:25:00+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"ca583de2-5306-453f-b5c5-c20b1fa24bb2","url":"https://onlylabs.fyi/signals/ca583de2-5306-453f-b5c5-c20b1fa24bb2","source_url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.7.0-beta.1","title":"NVIDIA/k8s-launch-kit v26.7.0-beta.1","context":"NVIDIA/k8s-launch-kit","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T11:00:42+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source"},{"id":"99e3ad37-df71-412a-bbd6-63d7a4ae809f","url":"https://onlylabs.fyi/signals/99e3ad37-df71-412a-bbd6-63d7a4ae809f","source_url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.16.1","title":"NVIDIA/TransformerEngine v2.16.1","context":"NVIDIA/TransformerEngine","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T01:05:43+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"},{"id":"fd3bfd23-600d-438e-9dff-cf05341ec5d1","url":"https://onlylabs.fyi/signals/fd3bfd23-600d-438e-9dff-cf05341ec5d1","source_url":"https://github.com/NVIDIA/cccl/releases/tag/v3.3.4","title":"NVIDIA/cccl v3.3.4","context":"NVIDIA/cccl","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T20:42:37+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"}]}