{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Release: cohere-ai/TNG v1.2.0","description":"Cohere release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/83a508c4-75af-4ec2-86bd-bc07e6fa13a6","json_url":"https://onlylabs.fyi/signals/83a508c4-75af-4ec2-86bd-bc07e6fa13a6/signal.json","generated_at":"2026-10-24T20:15:46.888Z","evidence_latest_fetched_at":"2026-10-22T07:01:41.270421+00:00","signal_first_seen_at":"2026-10-22T07:00:42.207987+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/83a508c4-75af-4ec2-86bd-bc07e6fa13a6","signal_json":"https://onlylabs.fyi/signals/83a508c4-75af-4ec2-86bd-bc07e6fa13a6/signal.json","source":"https://github.com/cohere-ai/TNG/releases/tag/v1.2.0","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 v1.2.0 (cohere-ai/TNG). This release signal is evidence of what shipped, changed, or was packaged for users. 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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/83a508c4-75af-4ec2-86bd-bc07e6fa13a6/signal.json","required":true},{"label":"source","url":"https://github.com/cohere-ai/TNG/releases/tag/v1.2.0","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 v1.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Cohere","predicate":"released","object":"cohere-ai/TNG v1.2.0","text":"Cohere released cohere-ai/TNG v1.2.0."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"is classified as","object":"release signal","text":"cohere-ai/TNG v1.2.0 is classified as release signal."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"belongs to","object":"releases desk","text":"cohere-ai/TNG v1.2.0 belongs to releases desk."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has context","object":"cohere-ai/TNG","text":"cohere-ai/TNG v1.2.0 has context cohere-ai/TNG."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/TNG v1.2.0 has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has captured page count","object":"1","text":"cohere-ai/TNG v1.2.0 has captured page count 1."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has readable page count","object":"1","text":"cohere-ai/TNG v1.2.0 has readable page count 1."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has related signal count","object":"6","text":"cohere-ai/TNG v1.2.0 has related signal count 6."},{"subject":"cohere-ai/TNG v1.2.0","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":"cohere-ai/TNG v1.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has source host","object":"github.com","text":"cohere-ai/TNG v1.2.0 has source host github.com."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has lab","object":"Cohere","text":"cohere-ai/TNG v1.2.0 has lab Cohere."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has signal desk","object":"releases","text":"cohere-ai/TNG v1.2.0 has signal desk releases."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has source host","object":"github.com","text":"cohere-ai/TNG v1.2.0 has source host github.com."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has repository","object":"cohere-ai/TNG","text":"cohere-ai/TNG v1.2.0 has repository cohere-ai/TNG."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has release","object":"v1.2.0","text":"cohere-ai/TNG v1.2.0 has release v1.2.0."}]},"intelligence":{"signal_desk":"releases","answer":"Cohere published cohere-ai/TNG v1.2.0 (cohere-ai/TNG). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.2.0 Repository: cohere-ai/TNG Tag: v1.2.0 Published: 2026-10-21T21:03:55Z Prerelease: no Release notes: Published images and packages Docker images: -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cohere","predicate":"released","object":"cohere-ai/TNG v1.2.0","text":"Cohere released cohere-ai/TNG v1.2.0."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"is classified as","object":"release signal","text":"cohere-ai/TNG v1.2.0 is classified as release signal."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"belongs to","object":"releases desk","text":"cohere-ai/TNG v1.2.0 belongs to releases desk."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has context","object":"cohere-ai/TNG","text":"cohere-ai/TNG v1.2.0 has context cohere-ai/TNG."},{"subject":"cohere-ai/TNG v1.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/TNG v1.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"83a508c4-75af-4ec2-86bd-bc07e6fa13a6","url":"https://onlylabs.fyi/signals/83a508c4-75af-4ec2-86bd-bc07e6fa13a6","json_url":"https://onlylabs.fyi/signals/83a508c4-75af-4ec2-86bd-bc07e6fa13a6/signal.json","source_url":"https://github.com/cohere-ai/TNG/releases/tag/v1.2.0","title":"cohere-ai/TNG v1.2.0","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":"2026-10-21T21:03:55+00:00","first_seen_at":"2026-10-22T07:00:42.207987+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/v1.2.0"]},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/cohere-ai/TNG/releases/tag/v1.2.0","final_url":"https://github.com/cohere-ai/TNG/releases/tag/v1.2.0","title":"cohere-ai/TNG v1.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-22T07:01:41.270421+00:00","bytes":3383,"raw_path":"20bbfa491fa86cea8b0a8b0c3ca43f09e82c9e6ee3c396586d143c43cb9f2643.json","content_hash":"569be055c097ca7c232b12d9b593e7492f73d0d12f99ef38d5bf4ecdf82e7b51","excerpt_chars":1200,"truncated":false,"excerpt":"v1.2.0 Repository: cohere-ai/TNG Tag: v1.2.0 Published: 2026-10-21T21:03:55Z Prerelease: no Release notes: Published images and packages Docker images: - `ghcr.io/cohere-ai/tng:1.2.0` - `ghcr.io/cohere-ai/tng-ita:1.2.0` - `ghcr.io/cohere-ai/tng-trustee:1.2.0` - `ghcr.io/cohere-ai/tng-ingress:1.2.0` Python packages: - [cohere-tng 1.2.0](https://pypi.org/project/cohere-tng/1.2.0/) - [conseel 1.2.0](https://pypi.org/project/conseel/1.2.0/) Verify provenance with `gh attestation verify -R cohere-ai/TNG`. What's Changed * fix(conseel): Update config to match tng-ingress by @shariqahmed-cohere in https://github.com/cohere-ai/TNG/pull/78 * fix(ohttp): Break the key manager / passport cache reference cycle (TNG hangs after SIGTERM) by @yousef-cohere in https://github.com/cohere-ai/TNG/pull/79 * feat(ohttp): Finish in-flight requests before exiting on SIGTERM by @shariqahmed-cohere in https://github.com/cohere-ai/TNG/pull/80 * chore: Bump version to v1.2.0 by @shariqahmed-cohere in https://github.com/cohere-ai/TNG/pull/81 **Full Changelog**: https://github.com/cohere-ai/TNG/compare/v1.1.2...v1.2.0"},"evidence_pages":[],"related_signals":[{"id":"991a2e76-bcc2-4ea4-8e3e-914a0e231f13","url":"https://onlylabs.fyi/signals/991a2e76-bcc2-4ea4-8e3e-914a0e231f13","source_url":"https://github.com/cohere-ai/integritee/releases/tag/v0.0.10","title":"cohere-ai/integritee v0.0.10","context":"cohere-ai/integritee","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-22T22:53:49+00:00","first_seen_at":"2026-10-23T07:00:41.031098+00:00","date_source":"source"},{"id":"b829bd98-33f4-47aa-99f9-1bfd5eaa52ac","url":"https://onlylabs.fyi/signals/b829bd98-33f4-47aa-99f9-1bfd5eaa52ac","source_url":"https://github.com/cohere-ai/integritee/releases/tag/v0.0.9","title":"cohere-ai/integritee v0.0.9","context":"cohere-ai/integritee","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-22T17:28:18+00:00","first_seen_at":"2026-10-23T07:00:41.031098+00:00","date_source":"source"},{"id":"434dc5fa-ddb5-470f-b9bf-06ccd5e4c75c","url":"https://onlylabs.fyi/signals/434dc5fa-ddb5-470f-b9bf-06ccd5e4c75c","source_url":"https://github.com/cohere-ai/integritee/releases/tag/v0.0.8","title":"cohere-ai/integritee v0.0.8","context":"cohere-ai/integritee","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-21T22:38:23+00:00","first_seen_at":"2026-10-22T07:00:42.207987+00:00","date_source":"source"},{"id":"55a0be4a-a5f3-41df-8a96-a998c47e7b9d","url":"https://onlylabs.fyi/signals/55a0be4a-a5f3-41df-8a96-a998c47e7b9d","source_url":"https://github.com/cohere-ai/cohere-java/releases/tag/1.12.0","title":"cohere-ai/cohere-java 1.12.0","context":"cohere-ai/cohere-java","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-21T14:24:43+00:00","first_seen_at":"2026-10-22T07:00:42.207987+00:00","date_source":"source"},{"id":"3c2b1e9f-d795-4ec9-94c3-c71df8429357","url":"https://onlylabs.fyi/signals/3c2b1e9f-d795-4ec9-94c3-c71df8429357","source_url":"https://github.com/cohere-ai/cohere-python/releases/tag/7.3.0","title":"cohere-ai/cohere-python 7.3.0","context":"cohere-ai/cohere-python","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-21T14:23:15+00:00","first_seen_at":"2026-10-22T07:00:42.207987+00:00","date_source":"source"},{"id":"4a3e6ba4-3713-4b4c-80e7-f882a5ccb5b3","url":"https://onlylabs.fyi/signals/4a3e6ba4-3713-4b4c-80e7-f882a5ccb5b3","source_url":"https://github.com/cohere-ai/cohere-go/releases/tag/v2.20.0","title":"cohere-ai/cohere-go v2.20.0","context":"cohere-ai/cohere-go","kind":{"key":"release","label":"Release"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-10-21T14:18:36+00:00","first_seen_at":"2026-10-22T07:00:42.207987+00:00","date_source":"source"}]}