{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Writing: Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","description":"NVIDIA writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963","json_url":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963/signal.json","generated_at":"2026-10-27T07:26:25.498Z","evidence_latest_fetched_at":"2026-10-15T16:02:18.799281+00:00","signal_first_seen_at":"2026-10-15T16:00:49.610357+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/e243e320-f196-4688-b031-0d49b6a9a963","signal_json":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963/signal.json","source":"https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/","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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: NVIDIA releases efficient Nemotron Super VL and Bolt models. · Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models | NVIDIA Blog Skip to content NVIDIA today released.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/","source_host":"blogs.nvidia.com","occurred_at":"2026-10-15T15:00:24+00:00","first_seen_at":"2026-10-15T16:00:49.610357+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"blogs.nvidia.com","source":"source"},{"label":"Author","value":"Kari Briski","source":"source"},{"label":"Notability","value":"NVIDIA releases efficient Nemotron Super VL and Bolt models.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","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://blogs.nvidia.com/blog/nemotron-3-5-super-vl/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-15T16:02:18.799281+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}],"matched_terms":["data"],"score":13,"reason":"NVIDIA has a writing signal matching data demand."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963/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/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/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 public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Data demand?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963/signal.json","required":true},{"label":"source","url":"https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/","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/talking/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 writing signal \"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published","object":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","text":"NVIDIA published Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"is classified as","object":"writing signal","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models is classified as writing signal."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"belongs to","object":"talking desk","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models belongs to talking desk."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has evidence coverage 1 captured evidence page."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"matches data-business lanes","object":"Data demand","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models matches data-business lanes Data demand."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has captured page count","object":"1","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has captured page count 1."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has readable page count","object":"1","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has readable page count 1."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has related signal count","object":"6","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has related signal count 6."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has source host","object":"blogs.nvidia.com","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has source host blogs.nvidia.com."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has lab","object":"NVIDIA","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has lab NVIDIA."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has signal desk","object":"talking","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has signal desk talking."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has source host","object":"blogs.nvidia.com","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has source host blogs.nvidia.com."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has author","object":"Kari Briski","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has author Kari Briski."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has notability","object":"NVIDIA releases efficient Nemotron Super VL and Bolt models.","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has notability NVIDIA releases efficient Nemotron Super VL and Bolt models.."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has radar lane","object":"Data demand","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has radar lane Data demand."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has matched term","object":"data","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has matched term data."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has watch term","object":"RL environments","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has watch term RL environments."}]},"intelligence":{"signal_desk":"talking","answer":"NVIDIA published Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: NVIDIA releases efficient Nemotron Super VL and Bolt models. · Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models | NVIDIA Blog Skip to content NVIDIA today released.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published","object":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","text":"NVIDIA published Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"is classified as","object":"writing signal","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models is classified as writing signal."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"belongs to","object":"talking desk","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models belongs to talking desk."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models has evidence coverage 1 captured evidence page."},{"subject":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","predicate":"matches data-business lanes","object":"Data demand","text":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models matches data-business lanes Data demand."}]},"signal":{"id":"e243e320-f196-4688-b031-0d49b6a9a963","url":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963","json_url":"https://onlylabs.fyi/signals/e243e320-f196-4688-b031-0d49b6a9a963/signal.json","source_url":"https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/","title":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","summary":"NVIDIA published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-15T15:00:24+00:00","first_seen_at":"2026-10-15T16:00:49.610357+00:00","date_source":"rss.item_date","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://blogs.nvidia.com/blog/nemotron-3-5-super-vl/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":13,"matched_terms":["data"],"reason":"NVIDIA has a writing signal matching data demand."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/","final_url":"https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/","title":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-10-15T16:02:18.799281+00:00","bytes":128126,"raw_path":"b655aadac97a31177c2f3953e289c0c49eb9557ba303f648d61f427a919973ce.html","content_hash":"e404db12bf94bf94916a436be4df9eeac67ed8bfbdc5cfd5bdf609af9f48f188","excerpt_chars":1200,"truncated":true,"excerpt":"Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models | NVIDIA Blog Skip to content NVIDIA today released Nemotron 3.5 Super VL, an open 120-billion-parameter model that delivers the fastest task completion and highest accuracy for specialized always-on agents. Joining it are two new edge models: Nemotron 3.5 Bolt 74B-A9B 24GB, optimized to balance intelligence and speed per GB for local agentic workloads, and Nemotron 3.5 Bolt E4B 4GB, optimized for intelligence per GB for fast conversational agents. Super VL and Bolt 74B-A9B are available now, with Bolt E4B coming Oct. 23. The three open models together cover the full range of agent deployments, from large enterprise servers down to edge devices and local hardware. Any organization that wants to run agents on NVIDIA infrastructure now has an open, optimized model for their tier, without having to choose between capability and deployability. Super VL and Bolt join the Nemotron family alongside Lightning and Ultra. Lightning, released in August, handles high-throughput workloads; Ultra handles the hardest reasoning tasks; and Bolt brings intelligence to the edge. Nemotron..."},"evidence_pages":[],"related_signals":[{"id":"94338f30-f639-4dcd-a1eb-91dac180600f","url":"https://onlylabs.fyi/signals/94338f30-f639-4dcd-a1eb-91dac180600f","source_url":"https://blogs.nvidia.com/blog/minerva-platform-infrastructure/","title":"NVIDIA Unveils Minerva to Bring End-to-End Observability for AI Factories","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-22T15:00:02+00:00","first_seen_at":"2026-10-22T16:00:50.367568+00:00","date_source":"rss.item_date"},{"id":"c591e5c4-10f2-480a-9124-de19e8694a28","url":"https://onlylabs.fyi/signals/c591e5c4-10f2-480a-9124-de19e8694a28","source_url":"https://blogs.nvidia.com/blog/geforce-now-thursday-call-of-duty-modern-warfare-4/","title":"Cloud Deployment Incoming: ‘Call of Duty: Modern Warfare 4’ Arrives on GeForce NOW","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-22T13:00:20+00:00","first_seen_at":"2026-10-22T16:00:50.367568+00:00","date_source":"rss.item_date"},{"id":"68892960-18bc-457f-9982-98693344b200","url":"https://onlylabs.fyi/signals/68892960-18bc-457f-9982-98693344b200","source_url":"https://blogs.nvidia.com/blog/european-financial-services-organizations-open-models-proprietary-intelligence/","title":"Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-22T05:00:56+00:00","first_seen_at":"2026-10-22T08:00:49.61304+00:00","date_source":"rss.item_date"},{"id":"651260d1-e592-432c-a94b-68eef757797d","url":"https://onlylabs.fyi/signals/651260d1-e592-432c-a94b-68eef757797d","source_url":"https://blogs.nvidia.com/blog/cosmos-open-train-evaluate-deploy-world-models/","title":"NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-22T05:00:27+00:00","first_seen_at":"2026-10-22T08:00:49.61304+00:00","date_source":"rss.item_date"},{"id":"045dbf68-a0d9-4b12-91ca-1ccc5fd055f7","url":"https://onlylabs.fyi/signals/045dbf68-a0d9-4b12-91ca-1ccc5fd055f7","source_url":"https://blogs.nvidia.com/blog/dsx-power/","title":"How Companies Are Using NVIDIA DSX to Break the Power Bottleneck","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-22T05:00:25+00:00","first_seen_at":"2026-10-22T08:00:49.61304+00:00","date_source":"rss.item_date"},{"id":"9770be9e-877d-40d9-a191-cfa7a994ed4c","url":"https://onlylabs.fyi/signals/9770be9e-877d-40d9-a191-cfa7a994ed4c","source_url":"https://blogs.nvidia.com/blog/kazakhstan-ai-compute-ecosystem/","title":"Kazakhstan Expands Compute for Its AI Future","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-21T00:00:00.000Z","first_seen_at":"2026-10-23T04:00:49.925023+00:00","date_source":"page.visible_date"}]}