{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Model: nvidia/ARDY-Core-RP-20FPS-Horizon40","description":"NVIDIA model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/bbc71edc-f089-43ad-b229-70a28c13bbff","json_url":"https://onlylabs.fyi/signals/bbc71edc-f089-43ad-b229-70a28c13bbff/signal.json","generated_at":"2026-07-26T20:40:55.393Z","evidence_latest_fetched_at":"2026-07-10T07:20:22.166369+00:00","signal_first_seen_at":"2026-07-10T07:20:08.956258+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/bbc71edc-f089-43ad-b229-70a28c13bbff","signal_json":"https://onlylabs.fyi/signals/bbc71edc-f089-43ad-b229-70a28c13bbff/signal.json","source":"https://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40","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/ARDY-Core-RP-20FPS-Horizon40. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 1.7K HF downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40","source_host":"huggingface.co","occurred_at":"2026-07-01T13:26:25+00:00","first_seen_at":"2026-07-10T07:20:08.956258+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"other","source":"model"},{"label":"Library","value":"ardy","source":"model"},{"label":"Downloads","value":"1.7K","source":"traction"},{"label":"Likes","value":"30","source":"traction"},{"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"}],"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://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-10T07:20:22.166369+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bbc71edc-f089-43ad-b229-70a28c13bbff/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 shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model 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/bbc71edc-f089-43ad-b229-70a28c13bbff/signal.json","required":true},{"label":"source","url":"https://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40","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 model signal \"nvidia/ARDY-Core-RP-20FPS-Horizon40\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published model","object":"nvidia/ARDY-Core-RP-20FPS-Horizon40","text":"NVIDIA published model nvidia/ARDY-Core-RP-20FPS-Horizon40."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"is classified as","object":"model signal","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 is classified as model signal."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"belongs to","object":"releases desk","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 belongs to releases desk."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has evidence coverage 1 captured evidence page."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has captured page count","object":"1","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has captured page count 1."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has readable page count","object":"1","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has readable page count 1."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has related signal count","object":"6","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has related signal count 6."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","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/ARDY-Core-RP-20FPS-Horizon40 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has source host","object":"huggingface.co","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has source host huggingface.co."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has lab","object":"NVIDIA","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has lab NVIDIA."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has signal desk","object":"releases","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has signal desk releases."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has source host","object":"huggingface.co","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has source host huggingface.co."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has license","object":"other","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has license other."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has library","object":"ardy","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has library ardy."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has downloads","object":"1.7K","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has downloads 1.7K."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has likes","object":"30","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has likes 30."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has watch term","object":"RL environments","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has watch term RL environments."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published nvidia/ARDY-Core-RP-20FPS-Horizon40. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 1.7K HF downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published model","object":"nvidia/ARDY-Core-RP-20FPS-Horizon40","text":"NVIDIA published model nvidia/ARDY-Core-RP-20FPS-Horizon40."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"is classified as","object":"model signal","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 is classified as model signal."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"belongs to","object":"releases desk","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 belongs to releases desk."},{"subject":"nvidia/ARDY-Core-RP-20FPS-Horizon40","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nvidia/ARDY-Core-RP-20FPS-Horizon40 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"bbc71edc-f089-43ad-b229-70a28c13bbff","url":"https://onlylabs.fyi/signals/bbc71edc-f089-43ad-b229-70a28c13bbff","json_url":"https://onlylabs.fyi/signals/bbc71edc-f089-43ad-b229-70a28c13bbff/signal.json","source_url":"https://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40","title":"nvidia/ARDY-Core-RP-20FPS-Horizon40","summary":"NVIDIA published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-01T13:26:25+00:00","first_seen_at":"2026-07-10T07:20:08.956258+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://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40/raw/main/README.md"]},"facets":{"license":"other"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":1696,"hf_likes":30},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40/raw/main/README.md","final_url":"https://huggingface.co/nvidia/ARDY-Core-RP-20FPS-Horizon40/raw/main/README.md","title":"nvidia/ARDY-Core-RP-20FPS-Horizon40 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-07-10T07:20:22.166369+00:00","bytes":13081,"raw_path":"22b9c1709ebc899763a8850fcd948425a16a492879dd835703c0019301b8c8de.md","content_hash":"e3793c1c7a85dd6cc2c1008a58bed6024f1bd0eda55982a14f4b186ed80514e2","excerpt_chars":1200,"truncated":true,"excerpt":"ARDY: Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation **[Paper](https://research.nvidia.com/labs/sil/projects/ardy/assets/ardy_paper.pdf), [Project Page](https://research.nvidia.com/labs/sil/projects/ardy/)** Description: ARDY is an autoregressive diffusion model designed for interactive motion generation, supporting online text prompting and flexible long-horizon kinematic constraints (root paths/waypoints, full-body keyframes, and sparse joint positions/rotations) with real-time responsiveness. ARDY-Core-RP-20FPS-Horizon40 was developed by NVIDIA as a part of the ARDY project. It was trained on the Bones Rigplay 1 dataset with the 27-joint \"Core\" skeleton at 20 fps. See [below](#model-versions) for other model variants. This model is ready for commercial or non-commercial use. License/Terms of Use: Use of this model is governed by the [NVIDIA Open Model Agreement](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/) Deployment Geography: Global Use Case: Developers and researchers with any level of animation experience can use ARDY to generate controllable humanoid motions in their real-time..."},"evidence_pages":[],"related_signals":[{"id":"48dcfce4-de13-4ff5-83d9-337991821041","url":"https://onlylabs.fyi/signals/48dcfce4-de13-4ff5-83d9-337991821041","source_url":"https://huggingface.co/nvidia/Cosmos-H-Dreams","title":"nvidia/Cosmos-H-Dreams","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-21T10:50:34+00:00","first_seen_at":"2026-07-25T07:20:08.728667+00:00","date_source":"source"},{"id":"d93bc954-7cc9-4670-8795-9b430cec612d","url":"https://onlylabs.fyi/signals/d93bc954-7cc9-4670-8795-9b430cec612d","source_url":"https://huggingface.co/nvidia/NV-JEPA-DNA-HyenaDNA","title":"nvidia/NV-JEPA-DNA-HyenaDNA","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-16T14:55:43+00:00","first_seen_at":"2026-07-22T07:20:08.392042+00:00","date_source":"source"},{"id":"fe86b98f-5c85-420a-b79c-70f67cd08ca9","url":"https://onlylabs.fyi/signals/fe86b98f-5c85-420a-b79c-70f67cd08ca9","source_url":"https://huggingface.co/nvidia/NV-JEPA-DNA-NTv3","title":"nvidia/NV-JEPA-DNA-NTv3","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-16T14:34:40+00:00","first_seen_at":"2026-07-22T07:20:08.392042+00:00","date_source":"source"},{"id":"dc9a09b1-5a3b-4d1d-8bc2-50c877ce0324","url":"https://onlylabs.fyi/signals/dc9a09b1-5a3b-4d1d-8bc2-50c877ce0324","source_url":"https://huggingface.co/nvidia/NV-JEPA-DNA-DNABERT2","title":"nvidia/NV-JEPA-DNA-DNABERT2","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-16T11:59:49+00:00","first_seen_at":"2026-07-22T07:20:08.392042+00:00","date_source":"source"},{"id":"16e03b18-0258-4ed5-ba2c-1ee7381227bc","url":"https://onlylabs.fyi/signals/16e03b18-0258-4ed5-ba2c-1ee7381227bc","source_url":"https://huggingface.co/nvidia/MiniMax-M3-DSpark","title":"nvidia/MiniMax-M3-DSpark","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-15T20:47:13+00:00","first_seen_at":"2026-07-23T07:20:08.640212+00:00","date_source":"source"},{"id":"f9884479-6fd6-4eb8-b198-b58dabe09cb4","url":"https://onlylabs.fyi/signals/f9884479-6fd6-4eb8-b198-b58dabe09cb4","source_url":"https://huggingface.co/nvidia/Ising-Decoder-ColorCode-1-Fast","title":"nvidia/Ising-Decoder-ColorCode-1-Fast","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-07-15T16:22:56+00:00","first_seen_at":"2026-07-23T07:20:08.640212+00:00","date_source":"source"}]}