{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/recsys-examples v26.05","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63","json_url":"https://onlylabs.fyi/signals/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63/signal.json","generated_at":"2026-06-26T23:17:15.909Z","evidence_latest_fetched_at":"2026-06-17T07:02:42.824665+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/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63","signal_json":"https://onlylabs.fyi/signals/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63/signal.json","source":"https://github.com/NVIDIA/recsys-examples/releases/tag/v26.05","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/recsys-examples v26.05 (NVIDIA/recsys-examples). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: NVIDIA recsys example code repository · v26.05 Repository: NVIDIA/recsys-examples Tag: v26.05 Published: 2026-06-16T07:22:44Z Prerelease: no Release notes: What's Changed Features & Enhancements * Add GR.... 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/recsys-examples/releases/tag/v26.05","source_host":"github.com","occurred_at":"2026-06-16T07:22:44+00:00","first_seen_at":"2026-06-17T07:01:29.915036+00:00","date_source":"source","context":"NVIDIA/recsys-examples"},"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/recsys-examples","source":"source"},{"label":"Release","value":"v26.05","source":"source"},{"label":"Context","value":"NVIDIA recsys example code repository","source":"signal"},{"label":"Notability","value":"Routine release of recsys examples.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/recsys-examples/releases/tag/v26.05"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-17T07:02:42.824665+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63/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/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/recsys-examples/releases/tag/v26.05","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/recsys-examples v26.05\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/recsys-examples v26.05","text":"NVIDIA released NVIDIA/recsys-examples v26.05."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"is classified as","object":"release signal","text":"NVIDIA/recsys-examples v26.05 is classified as release signal."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"belongs to","object":"releases desk","text":"NVIDIA/recsys-examples v26.05 belongs to releases desk."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has context","object":"NVIDIA/recsys-examples","text":"NVIDIA/recsys-examples v26.05 has context NVIDIA/recsys-examples."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/recsys-examples v26.05 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has captured page count","object":"1","text":"NVIDIA/recsys-examples v26.05 has captured page count 1."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has readable page count","object":"1","text":"NVIDIA/recsys-examples v26.05 has readable page count 1."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has related signal count","object":"6","text":"NVIDIA/recsys-examples v26.05 has related signal count 6."},{"subject":"NVIDIA/recsys-examples v26.05","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/recsys-examples v26.05 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has source host","object":"github.com","text":"NVIDIA/recsys-examples v26.05 has source host github.com."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/recsys-examples v26.05 has lab NVIDIA."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has signal desk","object":"releases","text":"NVIDIA/recsys-examples v26.05 has signal desk releases."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has source host","object":"github.com","text":"NVIDIA/recsys-examples v26.05 has source host github.com."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has repository","object":"NVIDIA/recsys-examples","text":"NVIDIA/recsys-examples v26.05 has repository NVIDIA/recsys-examples."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has release","object":"v26.05","text":"NVIDIA/recsys-examples v26.05 has release v26.05."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has context","object":"NVIDIA recsys example code repository","text":"NVIDIA/recsys-examples v26.05 has context NVIDIA recsys example code repository."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has notability","object":"Routine release of recsys examples.","text":"NVIDIA/recsys-examples v26.05 has notability Routine release of recsys examples.."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has watch term","object":"Eval methodology","text":"NVIDIA/recsys-examples v26.05 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/recsys-examples v26.05 (NVIDIA/recsys-examples). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: NVIDIA recsys example code repository · v26.05 Repository: NVIDIA/recsys-examples Tag: v26.05 Published: 2026-06-16T07:22:44Z Prerelease: no Release notes: What's Changed Features & Enhancements * Add GR.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/recsys-examples v26.05","text":"NVIDIA released NVIDIA/recsys-examples v26.05."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"is classified as","object":"release signal","text":"NVIDIA/recsys-examples v26.05 is classified as release signal."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"belongs to","object":"releases desk","text":"NVIDIA/recsys-examples v26.05 belongs to releases desk."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has context","object":"NVIDIA/recsys-examples","text":"NVIDIA/recsys-examples v26.05 has context NVIDIA/recsys-examples."},{"subject":"NVIDIA/recsys-examples v26.05","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/recsys-examples v26.05 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"44a62ca2-c9a4-4ac5-bb64-ef04010a8a63","url":"https://onlylabs.fyi/signals/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63","json_url":"https://onlylabs.fyi/signals/44a62ca2-c9a4-4ac5-bb64-ef04010a8a63/signal.json","source_url":"https://github.com/NVIDIA/recsys-examples/releases/tag/v26.05","title":"NVIDIA/recsys-examples v26.05","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/recsys-examples","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-16T07:22:44+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/recsys-examples/releases/tag/v26.05"]},"facets":{"repo":"NVIDIA/recsys-examples"},"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/recsys-examples/releases/tag/v26.05","final_url":"https://github.com/NVIDIA/recsys-examples/releases/tag/v26.05","title":"NVIDIA/recsys-examples v26.05","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-17T07:02:42.824665+00:00","bytes":4180,"raw_path":"cd3fa7689d4e047b2f99013585bbea5b6e484702c7ea0520d78329c16cccd8cb.json","content_hash":"06ca90b2271f2d488519ca78c09419ae782a0657e60450d004ae12a956b964d2","excerpt_chars":1200,"truncated":true,"excerpt":"v26.05 Repository: NVIDIA/recsys-examples Tag: v26.05 Published: 2026-06-16T07:22:44Z Prerelease: no Release notes: What's Changed Features & Enhancements * Add GR inference example by @cb521 in https://github.com/NVIDIA/recsys-examples/pull/414 * benchmark: update HSTU benchmark fixes and docs by @JacoCheung in https://github.com/NVIDIA/recsys-examples/pull/411 * feat(hstu): enable HSTU + DynamicEmb E2E training on Blackwell (sm_100) by @JacoCheung in https://github.com/NVIDIA/recsys-examples/pull/399 * [Fea] beam search sm8x support by @z52527 in https://github.com/NVIDIA/recsys-examples/pull/407 * Segmented unique optimization by @jiashuy in https://github.com/NVIDIA/recsys-examples/pull/417 * Add an example for disabling contextual mask in training by @geoffreyQiu in https://github.com/NVIDIA/recsys-examples/pull/395 * Recsys-FlexKV cpu breakdown benchmark by @Clebrate in https://github.com/NVIDIA/recsys-examples/pull/416 Bug Fixes * update doc by @shijieliu in https://github.com/NVIDIA/recsys-examples/pull/402 * Update beam search benchmark RESULTS.md by @z52527 in https://github.com/NVIDIA/recsys-examples/pull/406 * Refactor dynamicemb benchmark by @jiashuy in..."},"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"}]}