{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/NVSentinel v1.8.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c8546208-836b-4fc6-851a-31def65ac045","json_url":"https://onlylabs.fyi/signals/c8546208-836b-4fc6-851a-31def65ac045/signal.json","generated_at":"2026-06-11T02:59:45.022151+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/c8546208-836b-4fc6-851a-31def65ac045","signal_json":"https://onlylabs.fyi/signals/c8546208-836b-4fc6-851a-31def65ac045/signal.json","source":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","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/NVSentinel v1.8.0 (NVIDIA/NVSentinel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version release, minor update · Release v1.8.0 Repository: NVIDIA/NVSentinel Tag: v1.8.0 Published: 2026-06-01T13:20:11Z Prerelease: no Release notes: Release v1.8.0 This release replaces.... 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/NVSentinel/releases/tag/v1.8.0","source_host":"github.com","occurred_at":"2026-06-01T13:20:11+00:00","first_seen_at":"2026-06-06T01:49:43.157024+00:00","date_source":"source","context":"NVIDIA/NVSentinel"},"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/NVSentinel","source":"source"},{"label":"Release","value":"Release v1.8.0","source":"source"},{"label":"Notability","value":"Routine version release, minor update","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/NVSentinel/releases/tag/v1.8.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:59:45.022151+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c8546208-836b-4fc6-851a-31def65ac045/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/c8546208-836b-4fc6-851a-31def65ac045/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","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/NVSentinel v1.8.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/NVSentinel v1.8.0","text":"NVIDIA released NVIDIA/NVSentinel v1.8.0."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/NVSentinel v1.8.0 is classified as release signal."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/NVSentinel v1.8.0 belongs to releases desk."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has context","object":"NVIDIA/NVSentinel","text":"NVIDIA/NVSentinel v1.8.0 has context NVIDIA/NVSentinel."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NVSentinel v1.8.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has captured page count","object":"1","text":"NVIDIA/NVSentinel v1.8.0 has captured page count 1."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has readable page count","object":"1","text":"NVIDIA/NVSentinel v1.8.0 has readable page count 1."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has related signal count","object":"6","text":"NVIDIA/NVSentinel v1.8.0 has related signal count 6."},{"subject":"NVIDIA/NVSentinel v1.8.0","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/NVSentinel v1.8.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has source host","object":"github.com","text":"NVIDIA/NVSentinel v1.8.0 has source host github.com."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/NVSentinel v1.8.0 has lab NVIDIA."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/NVSentinel v1.8.0 has signal desk releases."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has source host","object":"github.com","text":"NVIDIA/NVSentinel v1.8.0 has source host github.com."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has repository","object":"NVIDIA/NVSentinel","text":"NVIDIA/NVSentinel v1.8.0 has repository NVIDIA/NVSentinel."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has release","object":"Release v1.8.0","text":"NVIDIA/NVSentinel v1.8.0 has release Release v1.8.0."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has notability","object":"Routine version release, minor update","text":"NVIDIA/NVSentinel v1.8.0 has notability Routine version release, minor update."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has watch term","object":"Eval methodology","text":"NVIDIA/NVSentinel v1.8.0 has watch term Eval methodology."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/NVSentinel v1.8.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/NVSentinel v1.8.0 (NVIDIA/NVSentinel). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version release, minor update · Release v1.8.0 Repository: NVIDIA/NVSentinel Tag: v1.8.0 Published: 2026-06-01T13:20:11Z Prerelease: no Release notes: Release v1.8.0 This release replaces.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/NVSentinel v1.8.0","text":"NVIDIA released NVIDIA/NVSentinel v1.8.0."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/NVSentinel v1.8.0 is classified as release signal."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/NVSentinel v1.8.0 belongs to releases desk."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has context","object":"NVIDIA/NVSentinel","text":"NVIDIA/NVSentinel v1.8.0 has context NVIDIA/NVSentinel."},{"subject":"NVIDIA/NVSentinel v1.8.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NVSentinel v1.8.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c8546208-836b-4fc6-851a-31def65ac045","url":"https://onlylabs.fyi/signals/c8546208-836b-4fc6-851a-31def65ac045","json_url":"https://onlylabs.fyi/signals/c8546208-836b-4fc6-851a-31def65ac045/signal.json","source_url":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","title":"NVIDIA/NVSentinel v1.8.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/NVSentinel","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-01T13:20:11+00:00","first_seen_at":"2026-06-06T01:49:43.157024+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/NVSentinel/releases/tag/v1.8.0"]},"facets":{"repo":"NVIDIA/NVSentinel"},"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":{"url":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","final_url":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","title":"NVIDIA/NVSentinel v1.8.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:45.022151+00:00","bytes":10589,"raw_path":"fedb9fb233bbd9bd9e54835932a39030aa08c8c3eb157ec432a5dfb2e25bac5f.json","content_hash":"17df19cbae1930897f341af3c9b33a158878618cd5464e7c12b87d962fc1c6ac","excerpt_chars":1200,"truncated":true,"excerpt":"Release v1.8.0 Repository: NVIDIA/NVSentinel Tag: v1.8.0 Published: 2026-06-01T13:20:11Z Prerelease: no Release notes: Release v1.8.0 This release replaces node-drainer's FIFO worker queue with a two-lane priority queue so a single noisy node can no longer starve drains on other nodes, adds a `drainGPUPods` flag to scope eviction to GPU-requesting workloads, makes drain and quarantine overrides configurable from the kubernetes-object-monitor, fills in missing recommended actions for newer XIDs, and remediates several CVEs across container images and the Go toolchain. Major New Features Priority Queue for Node-Drainer ([#1341](https://github.com/NVIDIA/NVSentinel/pull/1341)) Replaced node-drainer's ready-FIFO ordering with a two-lane priority queue layered under the existing Kubernetes rate-limiting workqueue. Events for nodes that have not yet reached `draining` get one high-priority representative; additional queued work for the same node stays low-priority to prevent grouped floods from blocking later nodes. Queue priority state is in-memory and follows successful node label transitions — setting `draining` marks the node as draining, while unquarantine or terminal drain labels..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","final_url":"https://github.com/NVIDIA/NVSentinel/releases/tag/v1.8.0","title":"NVIDIA/NVSentinel v1.8.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:45.022151+00:00","bytes":10589,"raw_path":"fedb9fb233bbd9bd9e54835932a39030aa08c8c3eb157ec432a5dfb2e25bac5f.json","content_hash":"17df19cbae1930897f341af3c9b33a158878618cd5464e7c12b87d962fc1c6ac","excerpt_chars":1200,"truncated":true,"excerpt":"Release v1.8.0 Repository: NVIDIA/NVSentinel Tag: v1.8.0 Published: 2026-06-01T13:20:11Z Prerelease: no Release notes: Release v1.8.0 This release replaces node-drainer's FIFO worker queue with a two-lane priority queue so a single noisy node can no longer starve drains on other nodes, adds a `drainGPUPods` flag to scope eviction to GPU-requesting workloads, makes drain and quarantine overrides configurable from the kubernetes-object-monitor, fills in missing recommended actions for newer XIDs, and remediates several CVEs across container images and the Go toolchain. Major New Features Priority Queue for Node-Drainer ([#1341](https://github.com/NVIDIA/NVSentinel/pull/1341)) Replaced node-drainer's ready-FIFO ordering with a two-lane priority queue layered under the existing Kubernetes rate-limiting workqueue. Events for nodes that have not yet reached `draining` get one high-priority representative; additional queued work for the same node stays low-priority to prevent grouped floods from blocking later nodes. Queue priority state is in-memory and follows successful node label transitions — setting `draining` marks the node as draining, while unquarantine or terminal drain labels..."}],"related_signals":[{"id":"45f4cdf4-5665-44fd-b290-c27312411e95","url":"https://onlylabs.fyi/signals/45f4cdf4-5665-44fd-b290-c27312411e95","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.1.0-release","title":"NVIDIA/open-nvdebug nvdebug-v2.1.0-release","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:57:30+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"25a9df96-2996-450c-a19b-ac955b7e77b7","url":"https://onlylabs.fyi/signals/25a9df96-2996-450c-a19b-ac955b7e77b7","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.0.0","title":"NVIDIA/open-nvdebug nvdebug-v2.0.0","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:55:39+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"837ce80c-4bdb-48fc-947b-8842ace3a199","url":"https://onlylabs.fyi/signals/837ce80c-4bdb-48fc-947b-8842ace3a199","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc02","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc02","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:19:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"1f40b37a-1570-4da9-b4ed-a722da3acd28","url":"https://onlylabs.fyi/signals/1f40b37a-1570-4da9-b4ed-a722da3acd28","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.25.0","title":"NVIDIA/cudnn-frontend v1.25.0","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T21:11:51+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"c5fe1a74-96b4-4f19-a620-d1b63758cdcb","url":"https://onlylabs.fyi/signals/c5fe1a74-96b4-4f19-a620-d1b63758cdcb","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc01","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc01","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T19:02:10+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"565de597-ad94-49ff-91ef-632e549ba88d","url":"https://onlylabs.fyi/signals/565de597-ad94-49ff-91ef-632e549ba88d","source_url":"https://github.com/NVIDIA/elements/releases/tag/%40nvidia-elements/styles-v2.0.2","title":"NVIDIA/elements @nvidia-elements/styles-v2.0.2","context":"NVIDIA/elements","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T18:51:17+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"}]}