{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/NeMo-Relay 0.3.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a","json_url":"https://onlylabs.fyi/signals/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a/signal.json","generated_at":"2026-06-11T02:59:47.314157+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/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a","signal_json":"https://onlylabs.fyi/signals/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a/signal.json","source":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","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/NeMo-Relay 0.3.0 (NVIDIA/NeMo-Relay). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor library release, limited community traction · NeMo Relay 0.3.0 Repository: NVIDIA/NeMo-Relay Tag: 0.3.0 Published: 2026-05-29T22:34:58Z Prerelease: no Release notes: We are proud to release NeMo Relay 0.3.0! Key.... 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/NeMo-Relay/releases/tag/0.3.0","source_host":"github.com","occurred_at":"2026-05-29T22:34:58+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"NVIDIA/NeMo-Relay"},"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/NeMo-Relay","source":"source"},{"label":"Release","value":"NeMo Relay 0.3.0","source":"source"},{"label":"Notability","value":"Minor library release, limited community traction","source":"signal"},{"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://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:59:47.314157+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a/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/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","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/NeMo-Relay 0.3.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/NeMo-Relay 0.3.0","text":"NVIDIA released NVIDIA/NeMo-Relay 0.3.0."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/NeMo-Relay 0.3.0 is classified as release signal."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/NeMo-Relay 0.3.0 belongs to releases desk."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has context","object":"NVIDIA/NeMo-Relay","text":"NVIDIA/NeMo-Relay 0.3.0 has context NVIDIA/NeMo-Relay."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Relay 0.3.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has captured page count","object":"1","text":"NVIDIA/NeMo-Relay 0.3.0 has captured page count 1."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has readable page count","object":"1","text":"NVIDIA/NeMo-Relay 0.3.0 has readable page count 1."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has related signal count","object":"6","text":"NVIDIA/NeMo-Relay 0.3.0 has related signal count 6."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","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/NeMo-Relay 0.3.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Relay 0.3.0 has source host github.com."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/NeMo-Relay 0.3.0 has lab NVIDIA."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/NeMo-Relay 0.3.0 has signal desk releases."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has source host","object":"github.com","text":"NVIDIA/NeMo-Relay 0.3.0 has source host github.com."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has repository","object":"NVIDIA/NeMo-Relay","text":"NVIDIA/NeMo-Relay 0.3.0 has repository NVIDIA/NeMo-Relay."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has release","object":"NeMo Relay 0.3.0","text":"NVIDIA/NeMo-Relay 0.3.0 has release NeMo Relay 0.3.0."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has notability","object":"Minor library release, limited community traction","text":"NVIDIA/NeMo-Relay 0.3.0 has notability Minor library release, limited community traction."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has watch term","object":"Safety and alignment","text":"NVIDIA/NeMo-Relay 0.3.0 has watch term Safety and alignment."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has watch term","object":"Agents and tool use","text":"NVIDIA/NeMo-Relay 0.3.0 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/NeMo-Relay 0.3.0 (NVIDIA/NeMo-Relay). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor library release, limited community traction · NeMo Relay 0.3.0 Repository: NVIDIA/NeMo-Relay Tag: 0.3.0 Published: 2026-05-29T22:34:58Z Prerelease: no Release notes: We are proud to release NeMo Relay 0.3.0! Key.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/NeMo-Relay 0.3.0","text":"NVIDIA released NVIDIA/NeMo-Relay 0.3.0."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/NeMo-Relay 0.3.0 is classified as release signal."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/NeMo-Relay 0.3.0 belongs to releases desk."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has context","object":"NVIDIA/NeMo-Relay","text":"NVIDIA/NeMo-Relay 0.3.0 has context NVIDIA/NeMo-Relay."},{"subject":"NVIDIA/NeMo-Relay 0.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/NeMo-Relay 0.3.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1ab646ae-b58a-4219-9ecb-35bb69dc1e2a","url":"https://onlylabs.fyi/signals/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a","json_url":"https://onlylabs.fyi/signals/1ab646ae-b58a-4219-9ecb-35bb69dc1e2a/signal.json","source_url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","title":"NVIDIA/NeMo-Relay 0.3.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/NeMo-Relay","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-29T22:34:58+00:00","first_seen_at":"2026-06-05T20:58:43.255815+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/NeMo-Relay/releases/tag/0.3.0"]},"facets":{"repo":"NVIDIA/NeMo-Relay"},"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":{"url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","final_url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","title":"NVIDIA/NeMo-Relay 0.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:47.314157+00:00","bytes":33046,"raw_path":"26b631951b0fcc34899368c8467171d143fd5a573d33ff7201f8d5ff219ae38c.json","content_hash":"efc71c190c626533e22b2fabedfbd28d111be58ff73f3ba10b75a5fa17e846b5","excerpt_chars":1200,"truncated":true,"excerpt":"NeMo Relay 0.3.0 Repository: NVIDIA/NeMo-Relay Tag: 0.3.0 Published: 2026-05-29T22:34:58Z Prerelease: no Release notes: We are proud to release NeMo Relay 0.3.0! Key Features - ✨ NeMo Flow is now NeMo Relay, with refreshed package guidance, docs, and runtime-facing naming. - 🛡️ Built-in NeMo Guardrails plugin support, including plugin configuration, remote backend support, and CLI editor workflows. - 🌐 ATIF v1.7 export support with nested subagents, improved tool-observation correlation, and S3-compatible trace storage. - ⚡️ Non-blocking subscriber delivery with flush APIs for deterministic tests and exporter output. - 🧠 Adaptive plugin support for CLI and OpenClaw workflows, including editor support for adaptive configuration. - 📜 Streaming LLM chunk marks for more precise streaming trace inspection. - 🐍 Python plugin context manager support for cleaner plugin initialization and teardown. - 📚 New Fern documentation site with release notes, guardrails docs, runtime primer, trace incident runbook, plugin-building, migration, and adaptive tuning guidance. - 💻 CLI binaries installable through `cargo binstall nemo-relay-cli` What's Changed 💥 Breaking Changes * refactor: narrow..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","final_url":"https://github.com/NVIDIA/NeMo-Relay/releases/tag/0.3.0","title":"NVIDIA/NeMo-Relay 0.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:47.314157+00:00","bytes":33046,"raw_path":"26b631951b0fcc34899368c8467171d143fd5a573d33ff7201f8d5ff219ae38c.json","content_hash":"efc71c190c626533e22b2fabedfbd28d111be58ff73f3ba10b75a5fa17e846b5","excerpt_chars":1200,"truncated":true,"excerpt":"NeMo Relay 0.3.0 Repository: NVIDIA/NeMo-Relay Tag: 0.3.0 Published: 2026-05-29T22:34:58Z Prerelease: no Release notes: We are proud to release NeMo Relay 0.3.0! Key Features - ✨ NeMo Flow is now NeMo Relay, with refreshed package guidance, docs, and runtime-facing naming. - 🛡️ Built-in NeMo Guardrails plugin support, including plugin configuration, remote backend support, and CLI editor workflows. - 🌐 ATIF v1.7 export support with nested subagents, improved tool-observation correlation, and S3-compatible trace storage. - ⚡️ Non-blocking subscriber delivery with flush APIs for deterministic tests and exporter output. - 🧠 Adaptive plugin support for CLI and OpenClaw workflows, including editor support for adaptive configuration. - 📜 Streaming LLM chunk marks for more precise streaming trace inspection. - 🐍 Python plugin context manager support for cleaner plugin initialization and teardown. - 📚 New Fern documentation site with release notes, guardrails docs, runtime primer, trace incident runbook, plugin-building, migration, and adaptive tuning guidance. - 💻 CLI binaries installable through `cargo binstall nemo-relay-cli` What's Changed 💥 Breaking Changes * refactor: narrow..."}],"related_signals":[{"id":"45f4cdf4-5665-44fd-b290-c27312411e95","url":"https://onlylabs.fyi/signals/45f4cdf4-5665-44fd-b290-c27312411e95","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.1.0-release","title":"NVIDIA/open-nvdebug nvdebug-v2.1.0-release","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:57:30+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"25a9df96-2996-450c-a19b-ac955b7e77b7","url":"https://onlylabs.fyi/signals/25a9df96-2996-450c-a19b-ac955b7e77b7","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.0.0","title":"NVIDIA/open-nvdebug nvdebug-v2.0.0","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:55:39+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"837ce80c-4bdb-48fc-947b-8842ace3a199","url":"https://onlylabs.fyi/signals/837ce80c-4bdb-48fc-947b-8842ace3a199","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc02","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc02","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:19:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"1f40b37a-1570-4da9-b4ed-a722da3acd28","url":"https://onlylabs.fyi/signals/1f40b37a-1570-4da9-b4ed-a722da3acd28","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.25.0","title":"NVIDIA/cudnn-frontend v1.25.0","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T21:11:51+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"c5fe1a74-96b4-4f19-a620-d1b63758cdcb","url":"https://onlylabs.fyi/signals/c5fe1a74-96b4-4f19-a620-d1b63758cdcb","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc01","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc01","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T19:02:10+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"565de597-ad94-49ff-91ef-632e549ba88d","url":"https://onlylabs.fyi/signals/565de597-ad94-49ff-91ef-632e549ba88d","source_url":"https://github.com/NVIDIA/elements/releases/tag/%40nvidia-elements/styles-v2.0.2","title":"NVIDIA/elements @nvidia-elements/styles-v2.0.2","context":"NVIDIA/elements","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T18:51:17+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"}]}