{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Release: NousResearch/atropos v0.2.0","description":"Nous Research release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12","json_url":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12/signal.json","generated_at":"2026-06-11T03:17:03.632043+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12","signal_json":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12/signal.json","source":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research published NousResearch/atropos v0.2.0 (NousResearch/atropos). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable model update from reputable lab · v0.2.0 Repository: NousResearch/atropos Tag: v0.2.0 Published: 2025-05-13T22:57:34Z Prerelease: no Release notes: What's Changed * Update README.md by @sukrucildirr in.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","source_host":"github.com","occurred_at":"2025-05-13T22:57:34+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source","context":"NousResearch/atropos"},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NousResearch/atropos","source":"source"},{"label":"Release","value":"v0.2.0","source":"source"},{"label":"Notability","value":"Notable model update from reputable lab","source":"signal"},{"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/NousResearch/atropos/releases/tag/v0.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:03.632043+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","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 Nous Research's release signal \"NousResearch/atropos v0.2.0\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"released","object":"NousResearch/atropos v0.2.0","text":"Nous Research released NousResearch/atropos v0.2.0."},{"subject":"NousResearch/atropos v0.2.0","predicate":"is classified as","object":"release signal","text":"NousResearch/atropos v0.2.0 is classified as release signal."},{"subject":"NousResearch/atropos v0.2.0","predicate":"belongs to","object":"releases desk","text":"NousResearch/atropos v0.2.0 belongs to releases desk."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has context","object":"NousResearch/atropos","text":"NousResearch/atropos v0.2.0 has context NousResearch/atropos."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/atropos v0.2.0 has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has captured page count","object":"1","text":"NousResearch/atropos v0.2.0 has captured page count 1."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has readable page count","object":"1","text":"NousResearch/atropos v0.2.0 has readable page count 1."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has related signal count","object":"6","text":"NousResearch/atropos v0.2.0 has related signal count 6."},{"subject":"NousResearch/atropos v0.2.0","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":"NousResearch/atropos v0.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has source host","object":"github.com","text":"NousResearch/atropos v0.2.0 has source host github.com."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has lab","object":"Nous Research","text":"NousResearch/atropos v0.2.0 has lab Nous Research."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has signal desk","object":"releases","text":"NousResearch/atropos v0.2.0 has signal desk releases."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has source host","object":"github.com","text":"NousResearch/atropos v0.2.0 has source host github.com."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has repository","object":"NousResearch/atropos","text":"NousResearch/atropos v0.2.0 has repository NousResearch/atropos."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has release","object":"v0.2.0","text":"NousResearch/atropos v0.2.0 has release v0.2.0."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has notability","object":"Notable model update from reputable lab","text":"NousResearch/atropos v0.2.0 has notability Notable model update from reputable lab."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has watch term","object":"Agents and tool use","text":"NousResearch/atropos v0.2.0 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Nous Research published NousResearch/atropos v0.2.0 (NousResearch/atropos). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable model update from reputable lab · v0.2.0 Repository: NousResearch/atropos Tag: v0.2.0 Published: 2025-05-13T22:57:34Z Prerelease: no Release notes: What's Changed * Update README.md by @sukrucildirr in.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Nous Research","predicate":"released","object":"NousResearch/atropos v0.2.0","text":"Nous Research released NousResearch/atropos v0.2.0."},{"subject":"NousResearch/atropos v0.2.0","predicate":"is classified as","object":"release signal","text":"NousResearch/atropos v0.2.0 is classified as release signal."},{"subject":"NousResearch/atropos v0.2.0","predicate":"belongs to","object":"releases desk","text":"NousResearch/atropos v0.2.0 belongs to releases desk."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has context","object":"NousResearch/atropos","text":"NousResearch/atropos v0.2.0 has context NousResearch/atropos."},{"subject":"NousResearch/atropos v0.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/atropos v0.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2375f5af-adaf-46bd-95cf-fb6825a25e12","url":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12","json_url":"https://onlylabs.fyi/signals/2375f5af-adaf-46bd-95cf-fb6825a25e12/signal.json","source_url":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","title":"NousResearch/atropos v0.2.0","summary":"Nous Research published release notes. onlylabs watches releases for what actually shipped.","context":"NousResearch/atropos","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-05-13T22:57:34+00:00","first_seen_at":"2026-06-06T01:49:37.982614+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/NousResearch/atropos/releases/tag/v0.2.0"]},"facets":{"repo":"NousResearch/atropos"},"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/NousResearch/atropos/releases/tag/v0.2.0","final_url":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","title":"NousResearch/atropos v0.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:03.632043+00:00","bytes":5657,"raw_path":"563f9de1316deb04548db5188d70d687e03c1037820fae9fb53651e7332afed4.json","content_hash":"c9aa819ca3670c910cb1a436c0e61f7666165bfe43d6b2c753d9a39d367f6fc1","excerpt_chars":1200,"truncated":true,"excerpt":"v0.2.0 Repository: NousResearch/atropos Tag: v0.2.0 Published: 2025-05-13T22:57:34Z Prerelease: no Release notes: What's Changed * Update README.md by @sukrucildirr in https://github.com/NousResearch/atropos/pull/2 * [README] Add offline SFT data gen docs by @hjc-puro in https://github.com/NousResearch/atropos/pull/4 * Add rejection sampling description to offline SFT docs. Also add `atropos-dpo-gen` to the pyproject.toml. by @hjc-puro in https://github.com/NousResearch/atropos/pull/5 * Add process subcommand by @hjc-puro in https://github.com/NousResearch/atropos/pull/9 * Add full wandb train/eval acc metrics, expand rollouts table with more information to Finance Prediction Environment by @teknium1 in https://github.com/NousResearch/atropos/pull/15 * Fix PR Template for GitHub Web by @teknium1 in https://github.com/NousResearch/atropos/pull/17 * Quick hotfix for better PR template by @teknium1 in https://github.com/NousResearch/atropos/pull/18 * Removed mentions of NousResearch/DeepHermes-3-Llama-3-1B-Preview and … by @edmundman in https://github.com/NousResearch/atropos/pull/20 * Update base env README with design philosophy by @hjc-puro in..."},"evidence_pages":[{"url":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","final_url":"https://github.com/NousResearch/atropos/releases/tag/v0.2.0","title":"NousResearch/atropos v0.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:03.632043+00:00","bytes":5657,"raw_path":"563f9de1316deb04548db5188d70d687e03c1037820fae9fb53651e7332afed4.json","content_hash":"c9aa819ca3670c910cb1a436c0e61f7666165bfe43d6b2c753d9a39d367f6fc1","excerpt_chars":1200,"truncated":true,"excerpt":"v0.2.0 Repository: NousResearch/atropos Tag: v0.2.0 Published: 2025-05-13T22:57:34Z Prerelease: no Release notes: What's Changed * Update README.md by @sukrucildirr in https://github.com/NousResearch/atropos/pull/2 * [README] Add offline SFT data gen docs by @hjc-puro in https://github.com/NousResearch/atropos/pull/4 * Add rejection sampling description to offline SFT docs. Also add `atropos-dpo-gen` to the pyproject.toml. by @hjc-puro in https://github.com/NousResearch/atropos/pull/5 * Add process subcommand by @hjc-puro in https://github.com/NousResearch/atropos/pull/9 * Add full wandb train/eval acc metrics, expand rollouts table with more information to Finance Prediction Environment by @teknium1 in https://github.com/NousResearch/atropos/pull/15 * Fix PR Template for GitHub Web by @teknium1 in https://github.com/NousResearch/atropos/pull/17 * Quick hotfix for better PR template by @teknium1 in https://github.com/NousResearch/atropos/pull/18 * Removed mentions of NousResearch/DeepHermes-3-Llama-3-1B-Preview and … by @edmundman in https://github.com/NousResearch/atropos/pull/20 * Update base env README with design philosophy by @hjc-puro in..."}],"related_signals":[{"id":"8dd91ac5-b880-4dde-80e9-f4c5cc714155","url":"https://onlylabs.fyi/signals/8dd91ac5-b880-4dde-80e9-f4c5cc714155","source_url":"https://github.com/NousResearch/hermes-agent/releases/tag/v2026.6.5","title":"NousResearch/hermes-agent v2026.6.5","context":"NousResearch/hermes-agent","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-06-06T00:55:58+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"395c00ec-6573-41ef-a267-e4995dd1053a","url":"https://onlylabs.fyi/signals/395c00ec-6573-41ef-a267-e4995dd1053a","source_url":"https://github.com/NousResearch/hermes-agent/releases/tag/v2026.5.29.2","title":"NousResearch/hermes-agent v2026.5.29.2","context":"NousResearch/hermes-agent","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-29T13:37:26+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"e5cf6b58-4ac0-435c-bb76-273c57c7ae86","url":"https://onlylabs.fyi/signals/e5cf6b58-4ac0-435c-bb76-273c57c7ae86","source_url":"https://github.com/NousResearch/hermes-agent/releases/tag/v2026.5.29","title":"NousResearch/hermes-agent v2026.5.29","context":"NousResearch/hermes-agent","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-29T01:12:15+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"c00a16bd-6bad-4994-bdf8-8beb3a846048","url":"https://onlylabs.fyi/signals/c00a16bd-6bad-4994-bdf8-8beb3a846048","source_url":"https://github.com/NousResearch/hermes-agent/releases/tag/v2026.5.28","title":"NousResearch/hermes-agent v2026.5.28","context":"NousResearch/hermes-agent","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-28T17:46:09+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"2dc73fd7-5d9d-4cb8-80f4-bd9307d2e534","url":"https://onlylabs.fyi/signals/2dc73fd7-5d9d-4cb8-80f4-bd9307d2e534","source_url":"https://github.com/NousResearch/hermes-agent/releases/tag/v2026.5.16","title":"NousResearch/hermes-agent v2026.5.16","context":"NousResearch/hermes-agent","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-16T09:59:15+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"50fb77cc-1ec3-4d66-8130-5708b53f7ad0","url":"https://onlylabs.fyi/signals/50fb77cc-1ec3-4d66-8130-5708b53f7ad0","source_url":"https://github.com/NousResearch/atropos/releases/tag/v0.4.0","title":"NousResearch/atropos v0.4.0","context":"NousResearch/atropos","kind":{"key":"release","label":"Release"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-03-10T04:20:36+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"}]}