{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/nvbandwidth v0.9","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8c66f66d-d402-4810-a9f0-37e39efd075d","json_url":"https://onlylabs.fyi/signals/8c66f66d-d402-4810-a9f0-37e39efd075d/signal.json","generated_at":"2026-06-27T04:10:25.671Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:50:17.923203+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/8c66f66d-d402-4810-a9f0-37e39efd075d","signal_json":"https://onlylabs.fyi/signals/8c66f66d-d402-4810-a9f0-37e39efd075d/signal.json","source":"https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9","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/nvbandwidth v0.9 (NVIDIA/nvbandwidth). 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.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9","source_host":"github.com","occurred_at":"2026-04-08T18:11:02+00:00","first_seen_at":"2026-06-26T23:50:17.923203+00:00","date_source":"source","context":"NVIDIA/nvbandwidth"},"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/nvbandwidth","source":"source"},{"label":"Release","value":"v0.9","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8c66f66d-d402-4810-a9f0-37e39efd075d/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/8c66f66d-d402-4810-a9f0-37e39efd075d/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9","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":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/nvbandwidth v0.9\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/nvbandwidth v0.9","text":"NVIDIA released NVIDIA/nvbandwidth v0.9."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"is classified as","object":"release signal","text":"NVIDIA/nvbandwidth v0.9 is classified as release signal."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"belongs to","object":"releases desk","text":"NVIDIA/nvbandwidth v0.9 belongs to releases desk."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has context","object":"NVIDIA/nvbandwidth","text":"NVIDIA/nvbandwidth v0.9 has context NVIDIA/nvbandwidth."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"NVIDIA/nvbandwidth v0.9 has evidence coverage 0 captured evidence pages."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has captured page count","object":"0","text":"NVIDIA/nvbandwidth v0.9 has captured page count 0."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has readable page count","object":"0","text":"NVIDIA/nvbandwidth v0.9 has readable page count 0."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has related signal count","object":"6","text":"NVIDIA/nvbandwidth v0.9 has related signal count 6."},{"subject":"NVIDIA/nvbandwidth v0.9","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/nvbandwidth v0.9 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has source host","object":"github.com","text":"NVIDIA/nvbandwidth v0.9 has source host github.com."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/nvbandwidth v0.9 has lab NVIDIA."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has signal desk","object":"releases","text":"NVIDIA/nvbandwidth v0.9 has signal desk releases."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has source host","object":"github.com","text":"NVIDIA/nvbandwidth v0.9 has source host github.com."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has repository","object":"NVIDIA/nvbandwidth","text":"NVIDIA/nvbandwidth v0.9 has repository NVIDIA/nvbandwidth."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has release","object":"v0.9","text":"NVIDIA/nvbandwidth v0.9 has release v0.9."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/nvbandwidth v0.9 (NVIDIA/nvbandwidth). 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.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/nvbandwidth v0.9","text":"NVIDIA released NVIDIA/nvbandwidth v0.9."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"is classified as","object":"release signal","text":"NVIDIA/nvbandwidth v0.9 is classified as release signal."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"belongs to","object":"releases desk","text":"NVIDIA/nvbandwidth v0.9 belongs to releases desk."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has context","object":"NVIDIA/nvbandwidth","text":"NVIDIA/nvbandwidth v0.9 has context NVIDIA/nvbandwidth."},{"subject":"NVIDIA/nvbandwidth v0.9","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"NVIDIA/nvbandwidth v0.9 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"8c66f66d-d402-4810-a9f0-37e39efd075d","url":"https://onlylabs.fyi/signals/8c66f66d-d402-4810-a9f0-37e39efd075d","json_url":"https://onlylabs.fyi/signals/8c66f66d-d402-4810-a9f0-37e39efd075d/signal.json","source_url":"https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9","title":"NVIDIA/nvbandwidth v0.9","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/nvbandwidth","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-04-08T18:11:02+00:00","first_seen_at":"2026-06-26T23:50:17.923203+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/nvbandwidth/releases/tag/v0.9"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/nvbandwidth/releases/tag/v0.9"]},"facets":{"repo":"NVIDIA/nvbandwidth"},"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":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"}]}