{"schema_version":"onlylabs.public_signal.v1","title":"AI21 Labs Release: AI21Labs/ai21-tokenizer v0.11.3","description":"AI21 Labs release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420","json_url":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420/signal.json","generated_at":"2026-06-11T03:21:18.376718+00:00","org":{"slug":"ai21","name":"AI21 Labs","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ai21","dossier_json_url":"https://onlylabs.fyi/labs/ai21/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420","signal_json":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420/signal.json","source":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","lab_dossier":"https://onlylabs.fyi/labs/ai21","lab_dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis":"https://onlylabs.fyi/analysis/ai21","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/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":"AI21 Labs published AI21Labs/ai21-tokenizer v0.11.3 (AI21Labs/ai21-tokenizer). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor tokenizer release · v0.11.3 Repository: AI21Labs/ai21-tokenizer Tag: v0.11.3 Published: 2024-08-05T13:45:16Z Prerelease: no Release notes: v0.11.3 (2024-08-05) Chore * chore(deps-dev): bump.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","source_host":"github.com","occurred_at":"2024-08-05T13:45:16+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source","context":"AI21Labs/ai21-tokenizer"},"context_markers":[{"label":"Lab","value":"AI21 Labs","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"AI21Labs/ai21-tokenizer","source":"source"},{"label":"Release","value":"v0.11.3","source":"source"},{"label":"Notability","value":"Minor tokenizer release","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/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:21:18.376718+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420/signal.json","dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/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/650473de-b22b-42dc-874f-7c5808c6c420/signal.json","required":true},{"label":"source","url":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ai21/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ai21/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 AI21 Labs's release signal \"AI21Labs/ai21-tokenizer v0.11.3\" for neolab strategy."},"semantic_triples":[{"subject":"AI21 Labs","predicate":"released","object":"AI21Labs/ai21-tokenizer v0.11.3","text":"AI21 Labs released AI21Labs/ai21-tokenizer v0.11.3."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"is classified as","object":"release signal","text":"AI21Labs/ai21-tokenizer v0.11.3 is classified as release signal."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"belongs to","object":"releases desk","text":"AI21Labs/ai21-tokenizer v0.11.3 belongs to releases desk."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has context","object":"AI21Labs/ai21-tokenizer","text":"AI21Labs/ai21-tokenizer v0.11.3 has context AI21Labs/ai21-tokenizer."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI21Labs/ai21-tokenizer v0.11.3 has evidence coverage 1 captured evidence page."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has captured page count","object":"1","text":"AI21Labs/ai21-tokenizer v0.11.3 has captured page count 1."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has readable page count","object":"1","text":"AI21Labs/ai21-tokenizer v0.11.3 has readable page count 1."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has related signal count","object":"6","text":"AI21Labs/ai21-tokenizer v0.11.3 has related signal count 6."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","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":"AI21Labs/ai21-tokenizer v0.11.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has source host","object":"github.com","text":"AI21Labs/ai21-tokenizer v0.11.3 has source host github.com."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has lab","object":"AI21 Labs","text":"AI21Labs/ai21-tokenizer v0.11.3 has lab AI21 Labs."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has signal desk","object":"releases","text":"AI21Labs/ai21-tokenizer v0.11.3 has signal desk releases."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has source host","object":"github.com","text":"AI21Labs/ai21-tokenizer v0.11.3 has source host github.com."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has repository","object":"AI21Labs/ai21-tokenizer","text":"AI21Labs/ai21-tokenizer v0.11.3 has repository AI21Labs/ai21-tokenizer."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has release","object":"v0.11.3","text":"AI21Labs/ai21-tokenizer v0.11.3 has release v0.11.3."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has notability","object":"Minor tokenizer release","text":"AI21Labs/ai21-tokenizer v0.11.3 has notability Minor tokenizer release."}]},"intelligence":{"signal_desk":"releases","answer":"AI21 Labs published AI21Labs/ai21-tokenizer v0.11.3 (AI21Labs/ai21-tokenizer). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor tokenizer release · v0.11.3 Repository: AI21Labs/ai21-tokenizer Tag: v0.11.3 Published: 2024-08-05T13:45:16Z Prerelease: no Release notes: v0.11.3 (2024-08-05) Chore * chore(deps-dev): bump.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"AI21 Labs","predicate":"released","object":"AI21Labs/ai21-tokenizer v0.11.3","text":"AI21 Labs released AI21Labs/ai21-tokenizer v0.11.3."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"is classified as","object":"release signal","text":"AI21Labs/ai21-tokenizer v0.11.3 is classified as release signal."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"belongs to","object":"releases desk","text":"AI21Labs/ai21-tokenizer v0.11.3 belongs to releases desk."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has context","object":"AI21Labs/ai21-tokenizer","text":"AI21Labs/ai21-tokenizer v0.11.3 has context AI21Labs/ai21-tokenizer."},{"subject":"AI21Labs/ai21-tokenizer v0.11.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI21Labs/ai21-tokenizer v0.11.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"650473de-b22b-42dc-874f-7c5808c6c420","url":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420","json_url":"https://onlylabs.fyi/signals/650473de-b22b-42dc-874f-7c5808c6c420/signal.json","source_url":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","title":"AI21Labs/ai21-tokenizer v0.11.3","summary":"AI21 Labs published release notes. onlylabs watches releases for what actually shipped.","context":"AI21Labs/ai21-tokenizer","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2024-08-05T13:45:16+00:00","first_seen_at":"2026-06-05T20:58:44.654825+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/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3"]},"facets":{"repo":"AI21Labs/ai21-tokenizer"},"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/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","final_url":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","title":"AI21Labs/ai21-tokenizer v0.11.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:21:18.376718+00:00","bytes":5725,"raw_path":"7e7c5a46e73ada0e257be899bf33d0b1d7b964f3b934bf3d37d5c08d82d4df17.json","content_hash":"8933e0dd2a26048bebc77e47a28edd9d82f4a23e8e872c5fc3b8b80481f67bda","excerpt_chars":1200,"truncated":true,"excerpt":"v0.11.3 Repository: AI21Labs/ai21-tokenizer Tag: v0.11.3 Published: 2024-08-05T13:45:16Z Prerelease: no Release notes: v0.11.3 (2024-08-05) Chore * chore(deps-dev): bump authlib from 1.2.1 to 1.3.1 (#91) Bumps [authlib](https://github.com/lepture/authlib) from 1.2.1 to 1.3.1. - [Release notes](https://github.com/lepture/authlib/releases) - [Changelog](https://github.com/lepture/authlib/blob/master/docs/changelog.rst) - [Commits](https://github.com/lepture/authlib/compare/v1.2.1...v1.3.1) --- updated-dependencies: - dependency-name: authlib dependency-type: indirect ... Signed-off-by: dependabot[bot] &lt;support@github.com&gt; Co-authored-by: dependabot[bot] &lt;49699333+dependabot[bot]@users.noreply.github.com&gt; ([`fe24518`](https://github.com/AI21Labs/ai21-tokenizer/commit/fe24518a0c4cb15ac48f8d246fe22887ffcc3216)) * chore(deps-dev): bump black from 23.3.0 to 24.3.0 (#90) Bumps [black](https://github.com/psf/black) from 23.3.0 to 24.3.0. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/23.3.0...24.3.0) --- updated-dependencies: - dependency-name: black..."},"evidence_pages":[{"url":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","final_url":"https://github.com/AI21Labs/ai21-tokenizer/releases/tag/v0.11.3","title":"AI21Labs/ai21-tokenizer v0.11.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:21:18.376718+00:00","bytes":5725,"raw_path":"7e7c5a46e73ada0e257be899bf33d0b1d7b964f3b934bf3d37d5c08d82d4df17.json","content_hash":"8933e0dd2a26048bebc77e47a28edd9d82f4a23e8e872c5fc3b8b80481f67bda","excerpt_chars":1200,"truncated":true,"excerpt":"v0.11.3 Repository: AI21Labs/ai21-tokenizer Tag: v0.11.3 Published: 2024-08-05T13:45:16Z Prerelease: no Release notes: v0.11.3 (2024-08-05) Chore * chore(deps-dev): bump authlib from 1.2.1 to 1.3.1 (#91) Bumps [authlib](https://github.com/lepture/authlib) from 1.2.1 to 1.3.1. - [Release notes](https://github.com/lepture/authlib/releases) - [Changelog](https://github.com/lepture/authlib/blob/master/docs/changelog.rst) - [Commits](https://github.com/lepture/authlib/compare/v1.2.1...v1.3.1) --- updated-dependencies: - dependency-name: authlib dependency-type: indirect ... Signed-off-by: dependabot[bot] &lt;support@github.com&gt; Co-authored-by: dependabot[bot] &lt;49699333+dependabot[bot]@users.noreply.github.com&gt; ([`fe24518`](https://github.com/AI21Labs/ai21-tokenizer/commit/fe24518a0c4cb15ac48f8d246fe22887ffcc3216)) * chore(deps-dev): bump black from 23.3.0 to 24.3.0 (#90) Bumps [black](https://github.com/psf/black) from 23.3.0 to 24.3.0. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/23.3.0...24.3.0) --- updated-dependencies: - dependency-name: black..."}],"related_signals":[{"id":"13bf3143-e623-4aa1-a76a-2d6f3ff1a552","url":"https://onlylabs.fyi/signals/13bf3143-e623-4aa1-a76a-2d6f3ff1a552","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.3.0","title":"AI21Labs/ai21-python v4.3.0","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-11-06T13:56:23+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"718a8ddb-49e1-4cbf-aae9-0ed19e73d703","url":"https://onlylabs.fyi/signals/718a8ddb-49e1-4cbf-aae9-0ed19e73d703","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.2.1","title":"AI21Labs/ai21-python v4.2.1","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-10-28T17:35:30+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"78e89add-5a2e-44c5-bf32-51af7846a4c6","url":"https://onlylabs.fyi/signals/78e89add-5a2e-44c5-bf32-51af7846a4c6","source_url":"https://github.com/AI21Labs/ai21-typescript/releases/tag/v1.3.0","title":"AI21Labs/ai21-typescript v1.3.0","context":"AI21Labs/ai21-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-20T17:33:39+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"52ca6d4f-01b4-465d-b052-99d26ce06028","url":"https://onlylabs.fyi/signals/52ca6d4f-01b4-465d-b052-99d26ce06028","source_url":"https://github.com/AI21Labs/ai21-typescript/releases/tag/v1.2.0","title":"AI21Labs/ai21-typescript v1.2.0","context":"AI21Labs/ai21-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-18T14:40:00+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"291df13e-eceb-4515-9426-04c25bb584ee","url":"https://onlylabs.fyi/signals/291df13e-eceb-4515-9426-04c25bb584ee","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.2.0","title":"AI21Labs/ai21-python v4.2.0","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-18T14:19:58+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"c1e0a531-0139-4e3e-a5b5-c4141f0dcd64","url":"https://onlylabs.fyi/signals/c1e0a531-0139-4e3e-a5b5-c4141f0dcd64","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.1.1","title":"AI21Labs/ai21-python v4.1.1","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-16T07:20:40+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"}]}