{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/MDL-SDK 2024.1.4","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ea81debd-75b7-44e7-b71a-16f8b5497e8d","json_url":"https://onlylabs.fyi/signals/ea81debd-75b7-44e7-b71a-16f8b5497e8d/signal.json","generated_at":"2026-06-26T23:19:43.497Z","evidence_latest_fetched_at":"2026-06-17T07:02:43.841324+00:00","signal_first_seen_at":"2026-06-17T07:01:29.915036+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/ea81debd-75b7-44e7-b71a-16f8b5497e8d","signal_json":"https://onlylabs.fyi/signals/ea81debd-75b7-44e7-b71a-16f8b5497e8d/signal.json","source":"https://github.com/NVIDIA/MDL-SDK/releases/tag/2024.1.4","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/MDL-SDK 2024.1.4 (NVIDIA/MDL-SDK). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine SDK point release, not AI model · MDL SDK 2024.1.4 (381500.6583): 01 Jul 2025 Repository: NVIDIA/MDL-SDK Tag: 2024.1.4 Published: 2025-07-28T12:04:55Z Prerelease: no Release notes: ABI compatible with.... 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/MDL-SDK/releases/tag/2024.1.4","source_host":"github.com","occurred_at":"2025-07-28T12:04:55+00:00","first_seen_at":"2026-06-17T07:01:29.915036+00:00","date_source":"source","context":"NVIDIA/MDL-SDK"},"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/MDL-SDK","source":"source"},{"label":"Release","value":"MDL SDK 2024.1.4 (381500.6583): 01 Jul 2025","source":"source"},{"label":"Notability","value":"Routine SDK point release, not AI model","source":"signal"},{"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://github.com/NVIDIA/MDL-SDK/releases/tag/2024.1.4"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-17T07:02:43.841324+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ea81debd-75b7-44e7-b71a-16f8b5497e8d/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/ea81debd-75b7-44e7-b71a-16f8b5497e8d/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/MDL-SDK/releases/tag/2024.1.4","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/MDL-SDK 2024.1.4\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/MDL-SDK 2024.1.4","text":"NVIDIA released NVIDIA/MDL-SDK 2024.1.4."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"is classified as","object":"release signal","text":"NVIDIA/MDL-SDK 2024.1.4 is classified as release signal."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"belongs to","object":"releases desk","text":"NVIDIA/MDL-SDK 2024.1.4 belongs to releases desk."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has context","object":"NVIDIA/MDL-SDK","text":"NVIDIA/MDL-SDK 2024.1.4 has context NVIDIA/MDL-SDK."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/MDL-SDK 2024.1.4 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has captured page count","object":"1","text":"NVIDIA/MDL-SDK 2024.1.4 has captured page count 1."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has readable page count","object":"1","text":"NVIDIA/MDL-SDK 2024.1.4 has readable page count 1."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has related signal count","object":"6","text":"NVIDIA/MDL-SDK 2024.1.4 has related signal count 6."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","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/MDL-SDK 2024.1.4 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has source host","object":"github.com","text":"NVIDIA/MDL-SDK 2024.1.4 has source host github.com."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/MDL-SDK 2024.1.4 has lab NVIDIA."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has signal desk","object":"releases","text":"NVIDIA/MDL-SDK 2024.1.4 has signal desk releases."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has source host","object":"github.com","text":"NVIDIA/MDL-SDK 2024.1.4 has source host github.com."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has repository","object":"NVIDIA/MDL-SDK","text":"NVIDIA/MDL-SDK 2024.1.4 has repository NVIDIA/MDL-SDK."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has release","object":"MDL SDK 2024.1.4 (381500.6583): 01 Jul 2025","text":"NVIDIA/MDL-SDK 2024.1.4 has release MDL SDK 2024.1.4 (381500.6583): 01 Jul 2025."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has notability","object":"Routine SDK point release, not AI model","text":"NVIDIA/MDL-SDK 2024.1.4 has notability Routine SDK point release, not AI model."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has watch term","object":"Safety and alignment","text":"NVIDIA/MDL-SDK 2024.1.4 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/MDL-SDK 2024.1.4 (NVIDIA/MDL-SDK). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine SDK point release, not AI model · MDL SDK 2024.1.4 (381500.6583): 01 Jul 2025 Repository: NVIDIA/MDL-SDK Tag: 2024.1.4 Published: 2025-07-28T12:04:55Z Prerelease: no Release notes: ABI compatible with.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/MDL-SDK 2024.1.4","text":"NVIDIA released NVIDIA/MDL-SDK 2024.1.4."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"is classified as","object":"release signal","text":"NVIDIA/MDL-SDK 2024.1.4 is classified as release signal."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"belongs to","object":"releases desk","text":"NVIDIA/MDL-SDK 2024.1.4 belongs to releases desk."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has context","object":"NVIDIA/MDL-SDK","text":"NVIDIA/MDL-SDK 2024.1.4 has context NVIDIA/MDL-SDK."},{"subject":"NVIDIA/MDL-SDK 2024.1.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/MDL-SDK 2024.1.4 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ea81debd-75b7-44e7-b71a-16f8b5497e8d","url":"https://onlylabs.fyi/signals/ea81debd-75b7-44e7-b71a-16f8b5497e8d","json_url":"https://onlylabs.fyi/signals/ea81debd-75b7-44e7-b71a-16f8b5497e8d/signal.json","source_url":"https://github.com/NVIDIA/MDL-SDK/releases/tag/2024.1.4","title":"NVIDIA/MDL-SDK 2024.1.4","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/MDL-SDK","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2025-07-28T12:04:55+00:00","first_seen_at":"2026-06-17T07:01:29.915036+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/MDL-SDK/releases/tag/2024.1.4"]},"facets":{"repo":"NVIDIA/MDL-SDK"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/MDL-SDK/releases/tag/2024.1.4","final_url":"https://github.com/NVIDIA/MDL-SDK/releases/tag/2024.1.4","title":"NVIDIA/MDL-SDK 2024.1.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-17T07:02:43.841324+00:00","bytes":12788,"raw_path":"360cfda70ec2de206f90cfbd120ddb6b37c3bec8fd1828396c484ceed7aa5354.json","content_hash":"65ac46f3c4fb0ba56bf1b544f9f12b196c7f3deb0d1996883f85039c7fd590f2","excerpt_chars":1200,"truncated":false,"excerpt":"MDL SDK 2024.1.4 (381500.6583): 01 Jul 2025 Repository: NVIDIA/MDL-SDK Tag: 2024.1.4 Published: 2025-07-28T12:04:55Z Prerelease: no Release notes: ABI compatible with the MDL SDK 2024.1.4 (381500.6583) binary release (see [https://developer.nvidia.com/mdl-sdk](https://developer.nvidia.com/mdl-sdk)) **Added and Changed Features** - General - The recommended vcpkg version has been updated to git ID ef7dbf94. This update includes Boost 1.88.0, OpenImageIO 3.0.1.0, Vulkan SDK 1.4.304.1, and various security fixes in their dependencies. - MDL SDK examples: - AXF to MDL: Updated recommended AxF SDK version to 1.9.1."},"evidence_pages":[],"related_signals":[{"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"},{"id":"a5b53775-868c-4488-8360-deb54e212657","url":"https://onlylabs.fyi/signals/a5b53775-868c-4488-8360-deb54e212657","source_url":"https://github.com/NVIDIA/numba-cuda/releases/tag/v0.30.3","title":"NVIDIA/numba-cuda v0.30.3","context":"NVIDIA/numba-cuda","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T19:07:01+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"},{"id":"82d734b6-f932-449b-8767-474c7a82a5e2","url":"https://onlylabs.fyi/signals/82d734b6-f932-449b-8767-474c7a82a5e2","source_url":"https://github.com/NVIDIA/CompileIQ/releases/tag/v1.0.2","title":"NVIDIA/CompileIQ v1.0.2","context":"NVIDIA/CompileIQ","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T19:06:53+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"},{"id":"606c639a-b68e-451f-b0dd-445256f20060","url":"https://onlylabs.fyi/signals/606c639a-b68e-451f-b0dd-445256f20060","source_url":"https://github.com/NVIDIA/libredfish/releases/tag/v0.44.16","title":"NVIDIA/libredfish v0.44.16","context":"NVIDIA/libredfish","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T17:24:20+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"},{"id":"250b306a-9e42-4350-b956-2d3035a5ef17","url":"https://onlylabs.fyi/signals/250b306a-9e42-4350-b956-2d3035a5ef17","source_url":"https://github.com/NVIDIA/open-gpu-kernel-modules/releases/tag/580.173.02","title":"NVIDIA/open-gpu-kernel-modules 580.173.02","context":"NVIDIA/open-gpu-kernel-modules","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T17:12:55+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"}]}