{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/open-gpu-kernel-modules 595.84","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/bf1c1da3-39a6-443e-a9a2-02e222a91378","json_url":"https://onlylabs.fyi/signals/bf1c1da3-39a6-443e-a9a2-02e222a91378/signal.json","generated_at":"2026-06-27T00:52:51.811Z","evidence_latest_fetched_at":"2026-06-18T07:03:32.707594+00:00","signal_first_seen_at":"2026-06-18T07:00:35.381006+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/bf1c1da3-39a6-443e-a9a2-02e222a91378","signal_json":"https://onlylabs.fyi/signals/bf1c1da3-39a6-443e-a9a2-02e222a91378/signal.json","source":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/595.84","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 595.84 (NVIDIA/open-gpu-kernel-modules). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Open-source NVIDIA GPU kernel modules for Linux. · 595.84 Repository: NVIDIA/open-gpu-kernel-modules Tag: 595.84 Published: 2026-06-17T19:59:32Z 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/595.84","source_host":"github.com","occurred_at":"2026-06-17T19:59:32+00:00","first_seen_at":"2026-06-18T07:00:35.381006+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":"595.84","source":"source"},{"label":"Context","value":"Open-source NVIDIA GPU kernel modules for Linux.","source":"signal"},{"label":"Notability","value":"Routine driver release, low AI notability.","source":"signal"},{"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/595.84"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-18T07:03:32.707594+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/bf1c1da3-39a6-443e-a9a2-02e222a91378/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/bf1c1da3-39a6-443e-a9a2-02e222a91378/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/595.84","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 595.84\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/open-gpu-kernel-modules 595.84","text":"NVIDIA released NVIDIA/open-gpu-kernel-modules 595.84."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"is classified as","object":"release signal","text":"NVIDIA/open-gpu-kernel-modules 595.84 is classified as release signal."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"belongs to","object":"releases desk","text":"NVIDIA/open-gpu-kernel-modules 595.84 belongs to releases desk."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has context","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 595.84 has context NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/open-gpu-kernel-modules 595.84 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 595.84 matches data-business lanes Infrastructure."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has captured page count","object":"1","text":"NVIDIA/open-gpu-kernel-modules 595.84 has captured page count 1."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has readable page count","object":"1","text":"NVIDIA/open-gpu-kernel-modules 595.84 has readable page count 1."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has related signal count","object":"6","text":"NVIDIA/open-gpu-kernel-modules 595.84 has related signal count 6."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","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 595.84 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 595.84","predicate":"has source host","object":"github.com","text":"NVIDIA/open-gpu-kernel-modules 595.84 has source host github.com."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/open-gpu-kernel-modules 595.84 has lab NVIDIA."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has signal desk","object":"releases","text":"NVIDIA/open-gpu-kernel-modules 595.84 has signal desk releases."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has source host","object":"github.com","text":"NVIDIA/open-gpu-kernel-modules 595.84 has source host github.com."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has repository","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 595.84 has repository NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has release","object":"595.84","text":"NVIDIA/open-gpu-kernel-modules 595.84 has release 595.84."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has context","object":"Open-source NVIDIA GPU kernel modules for Linux.","text":"NVIDIA/open-gpu-kernel-modules 595.84 has context Open-source NVIDIA GPU kernel modules for Linux.."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has notability","object":"Routine driver release, low AI notability.","text":"NVIDIA/open-gpu-kernel-modules 595.84 has notability Routine driver release, low AI notability.."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has radar lane","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 595.84 has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/open-gpu-kernel-modules 595.84 (NVIDIA/open-gpu-kernel-modules). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Open-source NVIDIA GPU kernel modules for Linux. · 595.84 Repository: NVIDIA/open-gpu-kernel-modules Tag: 595.84 Published: 2026-06-17T19:59:32Z 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 595.84","text":"NVIDIA released NVIDIA/open-gpu-kernel-modules 595.84."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"is classified as","object":"release signal","text":"NVIDIA/open-gpu-kernel-modules 595.84 is classified as release signal."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"belongs to","object":"releases desk","text":"NVIDIA/open-gpu-kernel-modules 595.84 belongs to releases desk."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has context","object":"NVIDIA/open-gpu-kernel-modules","text":"NVIDIA/open-gpu-kernel-modules 595.84 has context NVIDIA/open-gpu-kernel-modules."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/open-gpu-kernel-modules 595.84 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/open-gpu-kernel-modules 595.84","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/open-gpu-kernel-modules 595.84 matches data-business lanes Infrastructure."}]},"signal":{"id":"bf1c1da3-39a6-443e-a9a2-02e222a91378","url":"https://onlylabs.fyi/signals/bf1c1da3-39a6-443e-a9a2-02e222a91378","json_url":"https://onlylabs.fyi/signals/bf1c1da3-39a6-443e-a9a2-02e222a91378/signal.json","source_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/595.84","title":"NVIDIA/open-gpu-kernel-modules 595.84","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":"2026-06-17T19:59:32+00:00","first_seen_at":"2026-06-18T07:00:35.381006+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/595.84"]},"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/595.84","final_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/595.84","title":"NVIDIA/open-gpu-kernel-modules 595.84","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-18T07:03:32.707594+00:00","bytes":2639,"raw_path":"7bb000d8fa8a726fa67a95244ba8b18cd6e40f572d8e496794dd9a4c4f1161eb.json","content_hash":"3b1782cad38ed057474ad3c14f0b6021c6a0a7e314ea2f00a2fe08441de51ec6","excerpt_chars":1200,"truncated":false,"excerpt":"595.84 Repository: NVIDIA/open-gpu-kernel-modules Tag: 595.84 Published: 2026-06-17T19:59:32Z Prerelease: no Release notes: https://www.nvidia.com/en-us/drivers/details/272964/"},"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"}]}