{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/go-dcgm v4.5","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e17832b4-2630-4eaf-8a51-3145c8cc8516","json_url":"https://onlylabs.fyi/signals/e17832b4-2630-4eaf-8a51-3145c8cc8516/signal.json","generated_at":"2026-06-27T01:44:13.771Z","evidence_latest_fetched_at":"2026-06-12T07:03:37.327424+00:00","signal_first_seen_at":"2026-06-12T07:00:31.643984+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/e17832b4-2630-4eaf-8a51-3145c8cc8516","signal_json":"https://onlylabs.fyi/signals/e17832b4-2630-4eaf-8a51-3145c8cc8516/signal.json","source":"https://github.com/NVIDIA/go-dcgm/releases/tag/v4.5","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/go-dcgm v4.5 (NVIDIA/go-dcgm). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine release of GPU monitoring library. · 4.5 Repository: NVIDIA/go-dcgm Tag: v4.5 Published: 2026-02-02T17:29:08Z Prerelease: no Release notes: Support for DCGM 4.5. 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/go-dcgm/releases/tag/v4.5","source_host":"github.com","occurred_at":"2026-02-02T17:29:08+00:00","first_seen_at":"2026-06-12T07:00:31.643984+00:00","date_source":"source","context":"NVIDIA/go-dcgm"},"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/go-dcgm","source":"source"},{"label":"Release","value":"4.5","source":"source"},{"label":"Notability","value":"Routine release of GPU monitoring library.","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/go-dcgm/releases/tag/v4.5"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-12T07:03:37.327424+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e17832b4-2630-4eaf-8a51-3145c8cc8516/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/e17832b4-2630-4eaf-8a51-3145c8cc8516/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/go-dcgm/releases/tag/v4.5","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/go-dcgm v4.5\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/go-dcgm v4.5","text":"NVIDIA released NVIDIA/go-dcgm v4.5."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"is classified as","object":"release signal","text":"NVIDIA/go-dcgm v4.5 is classified as release signal."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"belongs to","object":"releases desk","text":"NVIDIA/go-dcgm v4.5 belongs to releases desk."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has context","object":"NVIDIA/go-dcgm","text":"NVIDIA/go-dcgm v4.5 has context NVIDIA/go-dcgm."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/go-dcgm v4.5 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has captured page count","object":"1","text":"NVIDIA/go-dcgm v4.5 has captured page count 1."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has readable page count","object":"1","text":"NVIDIA/go-dcgm v4.5 has readable page count 1."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has related signal count","object":"6","text":"NVIDIA/go-dcgm v4.5 has related signal count 6."},{"subject":"NVIDIA/go-dcgm v4.5","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/go-dcgm v4.5 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has source host","object":"github.com","text":"NVIDIA/go-dcgm v4.5 has source host github.com."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/go-dcgm v4.5 has lab NVIDIA."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has signal desk","object":"releases","text":"NVIDIA/go-dcgm v4.5 has signal desk releases."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has source host","object":"github.com","text":"NVIDIA/go-dcgm v4.5 has source host github.com."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has repository","object":"NVIDIA/go-dcgm","text":"NVIDIA/go-dcgm v4.5 has repository NVIDIA/go-dcgm."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has release","object":"4.5","text":"NVIDIA/go-dcgm v4.5 has release 4.5."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has notability","object":"Routine release of GPU monitoring library.","text":"NVIDIA/go-dcgm v4.5 has notability Routine release of GPU monitoring library.."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/go-dcgm v4.5 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/go-dcgm v4.5 (NVIDIA/go-dcgm). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine release of GPU monitoring library. · 4.5 Repository: NVIDIA/go-dcgm Tag: v4.5 Published: 2026-02-02T17:29:08Z Prerelease: no Release notes: Support for DCGM 4.5. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/go-dcgm v4.5","text":"NVIDIA released NVIDIA/go-dcgm v4.5."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"is classified as","object":"release signal","text":"NVIDIA/go-dcgm v4.5 is classified as release signal."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"belongs to","object":"releases desk","text":"NVIDIA/go-dcgm v4.5 belongs to releases desk."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has context","object":"NVIDIA/go-dcgm","text":"NVIDIA/go-dcgm v4.5 has context NVIDIA/go-dcgm."},{"subject":"NVIDIA/go-dcgm v4.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/go-dcgm v4.5 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e17832b4-2630-4eaf-8a51-3145c8cc8516","url":"https://onlylabs.fyi/signals/e17832b4-2630-4eaf-8a51-3145c8cc8516","json_url":"https://onlylabs.fyi/signals/e17832b4-2630-4eaf-8a51-3145c8cc8516/signal.json","source_url":"https://github.com/NVIDIA/go-dcgm/releases/tag/v4.5","title":"NVIDIA/go-dcgm v4.5","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/go-dcgm","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-02-02T17:29:08+00:00","first_seen_at":"2026-06-12T07:00:31.643984+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/go-dcgm/releases/tag/v4.5"]},"facets":{"repo":"NVIDIA/go-dcgm"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/go-dcgm/releases/tag/v4.5","final_url":"https://github.com/NVIDIA/go-dcgm/releases/tag/v4.5","title":"NVIDIA/go-dcgm v4.5","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-12T07:03:37.327424+00:00","bytes":2108,"raw_path":"8f3e4689a8c6dcca2527e17361a033d657a98fc12ec71ae1a008f848fcded71f.json","content_hash":"c5f7eab46fab116e299485d68c4bc7813b5074a4eb8452f827b7fe96574030a0","excerpt_chars":1200,"truncated":false,"excerpt":"4.5 Repository: NVIDIA/go-dcgm Tag: v4.5 Published: 2026-02-02T17:29:08Z Prerelease: no Release notes: Support for DCGM 4.5"},"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"}]}