{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/Trustworthy-AI","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea","json_url":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea/signal.json","generated_at":"2026-06-27T00:34:52.405Z","evidence_latest_fetched_at":"2026-06-24T07:04:51.798501+00:00","signal_first_seen_at":"2026-06-24T07:00:34.783548+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/69f139f7-30bb-4951-b28d-34a333d894ea","signal_json":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea/signal.json","source":"https://github.com/NVIDIA/Trustworthy-AI","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":null,"topic_signals_json":null,"topic_feed":null,"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":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/Trustworthy-AI (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/Trustworthy-AI · language Python · New repo with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Safety and policy in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/Trustworthy-AI","source_host":"github.com","occurred_at":"2024-10-15T22:16:02+00:00","first_seen_at":"2026-06-24T07:00:34.783548+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/Trustworthy-AI","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"52","source":"traction"},{"label":"Notability","value":"New repo with low traction","source":"signal"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"trust","source":"radar"},{"label":"Watch term","value":"Model card","source":"model"}],"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/Trustworthy-AI"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-24T07:04:51.798501+00:00"},"data_business":{"matches":true,"lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}],"matched_terms":["trust"],"score":14,"reason":"NVIDIA has a repo signal matching safety and policy."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea/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":null,"topic_feed":null,"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 new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Safety and policy?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/Trustworthy-AI","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":null,"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 repo signal \"NVIDIA/Trustworthy-AI\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/Trustworthy-AI","text":"NVIDIA published repo NVIDIA/Trustworthy-AI."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"is classified as","object":"repo signal","text":"NVIDIA/Trustworthy-AI is classified as repo signal."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"belongs to","object":"repos desk","text":"NVIDIA/Trustworthy-AI belongs to repos desk."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has context","object":"Python","text":"NVIDIA/Trustworthy-AI has context Python."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/Trustworthy-AI has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"matches data-business lanes","object":"Safety and policy","text":"NVIDIA/Trustworthy-AI matches data-business lanes Safety and policy."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has captured page count","object":"1","text":"NVIDIA/Trustworthy-AI has captured page count 1."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has readable page count","object":"1","text":"NVIDIA/Trustworthy-AI has readable page count 1."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has related signal count","object":"6","text":"NVIDIA/Trustworthy-AI has related signal count 6."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"NVIDIA/Trustworthy-AI has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has source host","object":"github.com","text":"NVIDIA/Trustworthy-AI has source host github.com."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/Trustworthy-AI has lab NVIDIA."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has signal desk","object":"repos","text":"NVIDIA/Trustworthy-AI has signal desk repos."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has source host","object":"github.com","text":"NVIDIA/Trustworthy-AI has source host github.com."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has repository","object":"NVIDIA/Trustworthy-AI","text":"NVIDIA/Trustworthy-AI has repository NVIDIA/Trustworthy-AI."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has language","object":"Python","text":"NVIDIA/Trustworthy-AI has language Python."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has stars","object":"52","text":"NVIDIA/Trustworthy-AI has stars 52."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has notability","object":"New repo with low traction","text":"NVIDIA/Trustworthy-AI has notability New repo with low traction."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has radar lane","object":"Safety and policy","text":"NVIDIA/Trustworthy-AI has radar lane Safety and policy."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/Trustworthy-AI (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/Trustworthy-AI · language Python · New repo with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Safety and policy in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/Trustworthy-AI","text":"NVIDIA published repo NVIDIA/Trustworthy-AI."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"is classified as","object":"repo signal","text":"NVIDIA/Trustworthy-AI is classified as repo signal."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"belongs to","object":"repos desk","text":"NVIDIA/Trustworthy-AI belongs to repos desk."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has context","object":"Python","text":"NVIDIA/Trustworthy-AI has context Python."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/Trustworthy-AI has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/Trustworthy-AI","predicate":"matches data-business lanes","object":"Safety and policy","text":"NVIDIA/Trustworthy-AI matches data-business lanes Safety and policy."}]},"signal":{"id":"69f139f7-30bb-4951-b28d-34a333d894ea","url":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea","json_url":"https://onlylabs.fyi/signals/69f139f7-30bb-4951-b28d-34a333d894ea/signal.json","source_url":"https://github.com/NVIDIA/Trustworthy-AI","title":"NVIDIA/Trustworthy-AI","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2024-10-15T22:16:02+00:00","first_seen_at":"2026-06-24T07:00:34.783548+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/Trustworthy-AI"]},"facets":{"repo":"NVIDIA/Trustworthy-AI","language":"Python"},"traction":{"github_stars":52,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":14,"matched_terms":["trust"],"reason":"NVIDIA has a repo signal matching safety and policy."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/Trustworthy-AI","final_url":"https://github.com/NVIDIA/Trustworthy-AI","title":"NVIDIA/Trustworthy-AI repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-24T07:04:51.798501+00:00","bytes":8700,"raw_path":"26b3f1e1f9646e9a80ca0028cb944baa03e333f6708680bd86bdba6412a8b8c6.json","content_hash":"d2fcad96d47373fe1e1726b13134ad21bfea97668ea2cfe4802ce7b2bc235c3b","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/Trustworthy-AI Description: NVIDIA’s repository for enabling trustworthy AI. Language: Python License: CC0-1.0 Stars: 49 Forks: 17 Open issues: 3 Created: 2024-10-15T22:16:02Z Pushed: 2026-06-23T20:15:45Z Default branch: main Fork: no Archived: no README: NVIDIA Trustworthy AI NVIDIA is committed to building a better world through the advancement of AI we can trust, Trustworthy AI, an approach and framework evolved out of our core values. This page has been developed to share products and tools we use to enable the company, customers, partners, and the larger ecosystem. Content provided is being made available using Creative Commons and Apache licenses. Check each folder and file for specific licensing. Learn more about our guiding principles and our [Trustworthy AI Work](https://www.nvidia.com/en-us/ai-data-science/trustworthy-ai/). You can also learn more about how the larger ecosystem is incorporating Trustworthy AI into their own initiatives [here](https://www.nvidia.com/gtc/session-catalog/?search=S62411%2C%20S62221%2C%20S62594%2C%20S62292%2C%20S62300#/&ncid=no-ncid). Community We will be keeping this page updated on a monthly basis. Start by checking out our Model..."},"evidence_pages":[],"related_signals":[{"id":"312d420e-340a-4fb3-b7b7-78feff631fa3","url":"https://onlylabs.fyi/signals/312d420e-340a-4fb3-b7b7-78feff631fa3","source_url":"https://github.com/NVIDIA/boro","title":"NVIDIA/boro","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-23T17:56:09+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source"},{"id":"2179ffa6-0833-48e1-9f35-3c195c6e4e17","url":"https://onlylabs.fyi/signals/2179ffa6-0833-48e1-9f35-3c195c6e4e17","source_url":"https://github.com/NVIDIA/gmmts_lib","title":"NVIDIA/gmmts_lib","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-09T11:15:23+00:00","first_seen_at":"2026-06-26T23:50:17.923203+00:00","date_source":"source"},{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"96973dab-1edf-449e-837b-5f4863a310ee","url":"https://onlylabs.fyi/signals/96973dab-1edf-449e-837b-5f4863a310ee","source_url":"https://github.com/NVIDIA/media-function-operator-kit","title":"NVIDIA/media-function-operator-kit","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-03T06:31:11+00:00","first_seen_at":"2026-06-26T23:50:17.923203+00:00","date_source":"source"},{"id":"dc2436c6-a425-4d07-b568-f1d510b43498","url":"https://onlylabs.fyi/signals/dc2436c6-a425-4d07-b568-f1d510b43498","source_url":"https://github.com/NVIDIA/halos-outside-in-safety","title":"NVIDIA/halos-outside-in-safety","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-02T07:07:48+00:00","first_seen_at":"2026-06-17T07:01:29.915036+00:00","date_source":"source"},{"id":"580feb1e-cb8f-43fe-af8e-fb45a66773a1","url":"https://onlylabs.fyi/signals/580feb1e-cb8f-43fe-af8e-fb45a66773a1","source_url":"https://github.com/NVIDIA/aerial-omniverse-digital-twin","title":"NVIDIA/aerial-omniverse-digital-twin","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-01T20:46:54+00:00","first_seen_at":"2026-06-23T07:00:35.692093+00:00","date_source":"source"}]}