{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/open-gpu-kernel-modules 615.71.09","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f","json_url":"https://onlylabs.fyi/signals/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f/signal.json","generated_at":"2026-09-11T19:10:55.532Z","evidence_latest_fetched_at":"2026-09-10T07:03:05.46747+00:00","signal_first_seen_at":"2026-09-10T07:00:44.018435+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/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f","signal_json":"https://onlylabs.fyi/signals/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f/signal.json","source":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/615.71.09","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 615.71.09 (NVIDIA/open-gpu-kernel-modules). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 615.71.09 Repository: NVIDIA/open-gpu-kernel-modules Tag: 615.71.09 Published: 2026-09-09T18:57:49Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page 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/615.71.09","source_host":"github.com","occurred_at":"2026-09-09T18:57:49+00:00","first_seen_at":"2026-09-10T07:00:44.018435+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":"615.71.09","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":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/615.71.09"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-10T07:03:05.46747+00:00"},"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/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f/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/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/615.71.09","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":"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 615.71.09\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/open-gpu-kernel-modules 615.71.09","text":"NVIDIA released NVIDIA/open-gpu-kernel-modules 615.71.09."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"is classified as","object":"release signal","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 is classified as release signal."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"belongs to","object":"releases desk","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 belongs to releases desk."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has context","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has context NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 matches data-business lanes Infrastructure."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has captured page count","object":"1","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has captured page count 1."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has readable page count","object":"1","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has readable page count 1."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has related signal count","object":"6","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has related signal count 6."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","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 615.71.09 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 615.71.09","predicate":"has source host","object":"github.com","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has source host github.com."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has lab NVIDIA."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has signal desk","object":"releases","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has signal desk releases."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has source host","object":"github.com","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has source host github.com."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has repository","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has repository NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has release","object":"615.71.09","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has release 615.71.09."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has radar lane","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has radar lane Infrastructure."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has matched term","object":"gpu","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has matched term gpu."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/open-gpu-kernel-modules 615.71.09 (NVIDIA/open-gpu-kernel-modules). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 615.71.09 Repository: NVIDIA/open-gpu-kernel-modules Tag: 615.71.09 Published: 2026-09-09T18:57:49Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page 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 615.71.09","text":"NVIDIA released NVIDIA/open-gpu-kernel-modules 615.71.09."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"is classified as","object":"release signal","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 is classified as release signal."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"belongs to","object":"releases desk","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 belongs to releases desk."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has context","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has context NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/open-gpu-kernel-modules 615.71.09","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 615.71.09 matches data-business lanes Infrastructure."}]},"signal":{"id":"457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f","url":"https://onlylabs.fyi/signals/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f","json_url":"https://onlylabs.fyi/signals/457bbbe1-a8a5-4bf4-bad1-0e0355c0aa9f/signal.json","source_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/615.71.09","title":"NVIDIA/open-gpu-kernel-modules 615.71.09","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":"2026-09-09T18:57:49+00:00","first_seen_at":"2026-09-10T07:00:44.018435+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/open-gpu-kernel-modules/releases/tag/615.71.09"]},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/615.71.09","final_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/615.71.09","title":"NVIDIA/open-gpu-kernel-modules 615.71.09","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-10T07:03:05.46747+00:00","bytes":2658,"raw_path":"0239dd0841f4a927cf8f0015c856952b393386fea77e87ce889121d35739d2ae.json","content_hash":"27ac4ece8242e7c1c51e821e6738973a7e110bd6b7e7077db961b52fe5d53a0c","excerpt_chars":1200,"truncated":false,"excerpt":"615.71.09 Repository: NVIDIA/open-gpu-kernel-modules Tag: 615.71.09 Published: 2026-09-09T18:57:49Z Prerelease: no Release notes: https://www.nvidia.com/en-us/drivers/details/278450/"},"evidence_pages":[],"related_signals":[{"id":"348e3b6c-bbe1-402c-8dc5-e7b3edc9aa9c","url":"https://onlylabs.fyi/signals/348e3b6c-bbe1-402c-8dc5-e7b3edc9aa9c","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/helm/cassandra/v0.21.1","title":"NVIDIA/nvcf deploy/helm/cassandra/v0.21.1","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-09-11T06:37:37+00:00","first_seen_at":"2026-09-11T07:00:46.269087+00:00","date_source":"source"},{"id":"a0cabe23-9698-4f34-b12e-9a008be11acc","url":"https://onlylabs.fyi/signals/a0cabe23-9698-4f34-b12e-9a008be11acc","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/stacks/self-managed/v0.16.1","title":"NVIDIA/nvcf deploy/stacks/self-managed/v0.16.1","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-09-11T06:35:58+00:00","first_seen_at":"2026-09-11T07:00:46.269087+00:00","date_source":"source"},{"id":"3877eecc-446c-45d6-a488-cd169e017206","url":"https://onlylabs.fyi/signals/3877eecc-446c-45d6-a488-cd169e017206","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/helm/cassandra/v0.21.0","title":"NVIDIA/nvcf deploy/helm/cassandra/v0.21.0","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-09-11T05:51:40+00:00","first_seen_at":"2026-09-11T07:00:46.269087+00:00","date_source":"source"},{"id":"7bbf12ea-90ae-40c0-9c27-55b57e0462ab","url":"https://onlylabs.fyi/signals/7bbf12ea-90ae-40c0-9c27-55b57e0462ab","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/stacks/self-managed/v0.16.0","title":"NVIDIA/nvcf deploy/stacks/self-managed/v0.16.0","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-09-11T05:50:09+00:00","first_seen_at":"2026-09-11T07:00:46.269087+00:00","date_source":"source"},{"id":"891b20ab-c177-4436-a615-678246536471","url":"https://onlylabs.fyi/signals/891b20ab-c177-4436-a615-678246536471","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/stacks/self-managed/v0.15.5","title":"NVIDIA/nvcf deploy/stacks/self-managed/v0.15.5","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-09-11T05:38:59+00:00","first_seen_at":"2026-09-11T07:00:46.269087+00:00","date_source":"source"},{"id":"86326954-2ef9-46e3-a7ca-2e2d1d63ecc1","url":"https://onlylabs.fyi/signals/86326954-2ef9-46e3-a7ca-2e2d1d63ecc1","source_url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.9.0-rc.1","title":"NVIDIA/NeMo-Relay 0.9.0-rc.1","context":"NVIDIA/NeMo-Relay","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-09-11T03:11:01+00:00","first_seen_at":"2026-09-11T07:00:46.269087+00:00","date_source":"source"}]}