{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Release: cohere-ai/TNG v0.1.0","description":"Cohere release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f","json_url":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f/signal.json","generated_at":"2026-06-11T02:59:40.696906+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f","signal_json":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f/signal.json","source":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":"Cohere published cohere-ai/TNG v0.1.0 (cohere-ai/TNG). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New model release by Cohere · v0.1.0 Repository: cohere-ai/TNG Tag: v0.1.0 Published: 2026-06-01T23:48:40Z Prerelease: no Release notes: What's Changed * feat: Port forward header feat from jeremy by.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","source_host":"github.com","occurred_at":"2026-06-01T23:48:40+00:00","first_seen_at":"2026-06-05T20:05:50.117738+00:00","date_source":"source","context":"cohere-ai/TNG"},"context_markers":[{"label":"Lab","value":"Cohere","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"cohere-ai/TNG","source":"source"},{"label":"Release","value":"v0.1.0","source":"source"},{"label":"Notability","value":"New model release by Cohere","source":"signal"}],"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/cohere-ai/TNG/releases/tag/v0.1.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:59:40.696906+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f/signal.json","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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/cf05e081-083b-4f2f-8b69-c191b46dc97f/signal.json","required":true},{"label":"source","url":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cohere/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cohere/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 Cohere's release signal \"cohere-ai/TNG v0.1.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Cohere","predicate":"released","object":"cohere-ai/TNG v0.1.0","text":"Cohere released cohere-ai/TNG v0.1.0."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"is classified as","object":"release signal","text":"cohere-ai/TNG v0.1.0 is classified as release signal."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"belongs to","object":"releases desk","text":"cohere-ai/TNG v0.1.0 belongs to releases desk."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has context","object":"cohere-ai/TNG","text":"cohere-ai/TNG v0.1.0 has context cohere-ai/TNG."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/TNG v0.1.0 has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has captured page count","object":"1","text":"cohere-ai/TNG v0.1.0 has captured page count 1."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has readable page count","object":"1","text":"cohere-ai/TNG v0.1.0 has readable page count 1."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has related signal count","object":"6","text":"cohere-ai/TNG v0.1.0 has related signal count 6."},{"subject":"cohere-ai/TNG v0.1.0","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":"cohere-ai/TNG v0.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has source host","object":"github.com","text":"cohere-ai/TNG v0.1.0 has source host github.com."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has lab","object":"Cohere","text":"cohere-ai/TNG v0.1.0 has lab Cohere."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has signal desk","object":"releases","text":"cohere-ai/TNG v0.1.0 has signal desk releases."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has source host","object":"github.com","text":"cohere-ai/TNG v0.1.0 has source host github.com."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has repository","object":"cohere-ai/TNG","text":"cohere-ai/TNG v0.1.0 has repository cohere-ai/TNG."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has release","object":"v0.1.0","text":"cohere-ai/TNG v0.1.0 has release v0.1.0."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has notability","object":"New model release by Cohere","text":"cohere-ai/TNG v0.1.0 has notability New model release by Cohere."}]},"intelligence":{"signal_desk":"releases","answer":"Cohere published cohere-ai/TNG v0.1.0 (cohere-ai/TNG). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New model release by Cohere · v0.1.0 Repository: cohere-ai/TNG Tag: v0.1.0 Published: 2026-06-01T23:48:40Z Prerelease: no Release notes: What's Changed * feat: Port forward header feat from jeremy by.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cohere","predicate":"released","object":"cohere-ai/TNG v0.1.0","text":"Cohere released cohere-ai/TNG v0.1.0."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"is classified as","object":"release signal","text":"cohere-ai/TNG v0.1.0 is classified as release signal."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"belongs to","object":"releases desk","text":"cohere-ai/TNG v0.1.0 belongs to releases desk."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has context","object":"cohere-ai/TNG","text":"cohere-ai/TNG v0.1.0 has context cohere-ai/TNG."},{"subject":"cohere-ai/TNG v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/TNG v0.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"cf05e081-083b-4f2f-8b69-c191b46dc97f","url":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f","json_url":"https://onlylabs.fyi/signals/cf05e081-083b-4f2f-8b69-c191b46dc97f/signal.json","source_url":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","title":"cohere-ai/TNG v0.1.0","summary":"Cohere published release notes. onlylabs watches releases for what actually shipped.","context":"cohere-ai/TNG","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-01T23:48:40+00:00","first_seen_at":"2026-06-05T20:05:50.117738+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/cohere-ai/TNG/releases/tag/v0.1.0"]},"facets":{"repo":"cohere-ai/TNG"},"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/cohere-ai/TNG/releases/tag/v0.1.0","final_url":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","title":"cohere-ai/TNG v0.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:40.696906+00:00","bytes":4702,"raw_path":"a677bcd120d41119907924c4b56d64cc57397d205081bfdac2ac4d682ae17875.json","content_hash":"1704ae735282085359403d8f7eaf6071fe775a539b794e8ddfdb1c6ad8038de4","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.0 Repository: cohere-ai/TNG Tag: v0.1.0 Published: 2026-06-01T23:48:40Z Prerelease: no Release notes: What's Changed * feat: Port forward header feat from jeremy by @shariqahmed-cohere in https://github.com/cohere-ai/TNG/pull/32 **Full Changelog**: https://github.com/cohere-ai/TNG/compare/v0.0.1...v0.1.0"},"evidence_pages":[{"url":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","final_url":"https://github.com/cohere-ai/TNG/releases/tag/v0.1.0","title":"cohere-ai/TNG v0.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:59:40.696906+00:00","bytes":4702,"raw_path":"a677bcd120d41119907924c4b56d64cc57397d205081bfdac2ac4d682ae17875.json","content_hash":"1704ae735282085359403d8f7eaf6071fe775a539b794e8ddfdb1c6ad8038de4","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.0 Repository: cohere-ai/TNG Tag: v0.1.0 Published: 2026-06-01T23:48:40Z Prerelease: no Release notes: What's Changed * feat: Port forward header feat from jeremy by @shariqahmed-cohere in https://github.com/cohere-ai/TNG/pull/32 **Full Changelog**: https://github.com/cohere-ai/TNG/compare/v0.0.1...v0.1.0"}],"related_signals":[{"id":"44568aab-aee9-45c8-8fee-6e4f10ded462","url":"https://onlylabs.fyi/signals/44568aab-aee9-45c8-8fee-6e4f10ded462","source_url":"https://github.com/cohere-ai/cloud-api-adaptor/releases/tag/v0.2.0-cohere.5","title":"cohere-ai/cloud-api-adaptor v0.2.0-cohere.5","context":"cohere-ai/cloud-api-adaptor","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T23:10:11+00:00","first_seen_at":"2026-06-06T01:49:38.888029+00:00","date_source":"source"},{"id":"5a64d208-416d-4127-862d-0466f4a891d5","url":"https://onlylabs.fyi/signals/5a64d208-416d-4127-862d-0466f4a891d5","source_url":"https://github.com/cohere-ai/cloud-api-adaptor/releases/tag/v0.2.0-cohere.4","title":"cohere-ai/cloud-api-adaptor v0.2.0-cohere.4","context":"cohere-ai/cloud-api-adaptor","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T22:10:14+00:00","first_seen_at":"2026-06-05T22:31:51.885681+00:00","date_source":"source"},{"id":"1d2f1455-06c2-4759-a609-19ee6ce306af","url":"https://onlylabs.fyi/signals/1d2f1455-06c2-4759-a609-19ee6ce306af","source_url":"https://github.com/cohere-ai/cloud-api-adaptor/releases/tag/v0.2.0-cohere.3","title":"cohere-ai/cloud-api-adaptor v0.2.0-cohere.3","context":"cohere-ai/cloud-api-adaptor","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T15:22:21+00:00","first_seen_at":"2026-06-05T20:05:50.117738+00:00","date_source":"source"},{"id":"72187d5b-4ed1-4840-bd64-81ea245fbc80","url":"https://onlylabs.fyi/signals/72187d5b-4ed1-4840-bd64-81ea245fbc80","source_url":"https://github.com/cohere-ai/cloud-api-adaptor/releases/tag/v0.2.0-cohere.2","title":"cohere-ai/cloud-api-adaptor v0.2.0-cohere.2","context":"cohere-ai/cloud-api-adaptor","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-01T22:46:23+00:00","first_seen_at":"2026-06-05T20:05:50.117738+00:00","date_source":"source"},{"id":"45cf0798-22c1-4c87-993d-2a908d7cc03b","url":"https://onlylabs.fyi/signals/45cf0798-22c1-4c87-993d-2a908d7cc03b","source_url":"https://github.com/cohere-ai/cohere-python/releases/tag/7.0.3","title":"cohere-ai/cohere-python 7.0.3","context":"cohere-ai/cohere-python","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-01T21:48:41+00:00","first_seen_at":"2026-06-05T20:05:50.117738+00:00","date_source":"source"},{"id":"24956024-c680-4a27-8c80-100251d2de58","url":"https://onlylabs.fyi/signals/24956024-c680-4a27-8c80-100251d2de58","source_url":"https://github.com/cohere-ai/cohere-developer-experience/releases/tag/python%407.0.3","title":"cohere-ai/cohere-developer-experience python@7.0.3","context":"cohere-ai/cohere-developer-experience","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-01T21:30:23+00:00","first_seen_at":"2026-06-05T20:05:50.117738+00:00","date_source":"source"}]}