{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Model: openai/whisper-small","description":"OpenAI model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc","json_url":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc/signal.json","generated_at":"2026-06-11T03:27:52.201464+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc","signal_json":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc/signal.json","source":"https://huggingface.co/openai/whisper-small","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/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":"OpenAI published openai/whisper-small. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 2.3M HF downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/openai/whisper-small","source_host":"huggingface.co","occurred_at":"2022-09-26T06:51:27+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"automatic-speech-recognition","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"241.7M","source":"model"},{"label":"Downloads","value":"2.3M","source":"traction"},{"label":"Likes","value":"565","source":"traction"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","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://huggingface.co/openai/whisper-small/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:27:52.201464+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc/signal.json","dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/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 shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model 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/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc/signal.json","required":true},{"label":"source","url":"https://huggingface.co/openai/whisper-small","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/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 OpenAI's model signal \"openai/whisper-small\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published model","object":"openai/whisper-small","text":"OpenAI published model openai/whisper-small."},{"subject":"openai/whisper-small","predicate":"is classified as","object":"model signal","text":"openai/whisper-small is classified as model signal."},{"subject":"openai/whisper-small","predicate":"belongs to","object":"releases desk","text":"openai/whisper-small belongs to releases desk."},{"subject":"openai/whisper-small","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/whisper-small has evidence coverage 1 captured evidence page."},{"subject":"openai/whisper-small","predicate":"has captured page count","object":"1","text":"openai/whisper-small has captured page count 1."},{"subject":"openai/whisper-small","predicate":"has readable page count","object":"1","text":"openai/whisper-small has readable page count 1."},{"subject":"openai/whisper-small","predicate":"has related signal count","object":"6","text":"openai/whisper-small has related signal count 6."},{"subject":"openai/whisper-small","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":"openai/whisper-small has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"openai/whisper-small","predicate":"has source host","object":"huggingface.co","text":"openai/whisper-small has source host huggingface.co."},{"subject":"openai/whisper-small","predicate":"has lab","object":"OpenAI","text":"openai/whisper-small has lab OpenAI."},{"subject":"openai/whisper-small","predicate":"has signal desk","object":"releases","text":"openai/whisper-small has signal desk releases."},{"subject":"openai/whisper-small","predicate":"has source host","object":"huggingface.co","text":"openai/whisper-small has source host huggingface.co."},{"subject":"openai/whisper-small","predicate":"has task","object":"automatic-speech-recognition","text":"openai/whisper-small has task automatic-speech-recognition."},{"subject":"openai/whisper-small","predicate":"has license","object":"apache-2.0","text":"openai/whisper-small has license apache-2.0."},{"subject":"openai/whisper-small","predicate":"has library","object":"transformers","text":"openai/whisper-small has library transformers."},{"subject":"openai/whisper-small","predicate":"has params","object":"241.7M","text":"openai/whisper-small has params 241.7M."},{"subject":"openai/whisper-small","predicate":"has downloads","object":"2.3M","text":"openai/whisper-small has downloads 2.3M."}]},"intelligence":{"signal_desk":"releases","answer":"OpenAI published openai/whisper-small. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 2.3M HF downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published model","object":"openai/whisper-small","text":"OpenAI published model openai/whisper-small."},{"subject":"openai/whisper-small","predicate":"is classified as","object":"model signal","text":"openai/whisper-small is classified as model signal."},{"subject":"openai/whisper-small","predicate":"belongs to","object":"releases desk","text":"openai/whisper-small belongs to releases desk."},{"subject":"openai/whisper-small","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/whisper-small has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc","url":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc","json_url":"https://onlylabs.fyi/signals/6cfd5254-a2c9-492b-a6ee-bcbe2531a3cc/signal.json","source_url":"https://huggingface.co/openai/whisper-small","title":"openai/whisper-small","summary":"OpenAI published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2022-09-26T06:51:27+00:00","first_seen_at":"2026-06-06T01:49:31.958342+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://huggingface.co/openai/whisper-small/raw/main/README.md"]},"facets":{"pipeline_tag":"automatic-speech-recognition","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":2325664,"hf_likes":565},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/openai/whisper-small/raw/main/README.md","final_url":"https://huggingface.co/openai/whisper-small/raw/main/README.md","title":"openai/whisper-small model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:27:52.201464+00:00","bytes":20153,"raw_path":"9e6fc0c38cd9cc22f9a931bb4701a9f6f9c465d0f779b1224fbc48e4eb851802.md","content_hash":"967fa44eefe5d3436e040b0f171fc54da67aad96923bae10af37dac9be5bb6b0","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en - zh - de - es - ru - ko - fr - ja - pt - tr - pl - ca - nl - ar - sv - it - id - hi - fi - vi - he - uk - el - ms - cs - ro - da - hu - ta - no - th - ur - hr - bg - lt - la - mi - ml - cy - sk - te - fa - lv - bn - sr - az - sl - kn - et - mk - br - eu - is - hy - ne - mn - bs - kk - sq - sw - gl - mr - pa - si - km - sn - yo - so - af - oc - ka - be - tg - sd - gu - am - yi - lo - uz - fo - ht - ps - tk - nn - mt - sa - lb - my - bo - tl - mg - as - tt - haw - ln - ha - ba - jw - su tags: - audio - automatic-speech-recognition - hf-asr-leaderboard widget: - example_title: Librispeech sample 1 src: https://cdn-media.huggingface.co/speech_samples/sample1.flac - example_title: Librispeech sample 2 src: https://cdn-media.huggingface.co/speech_samples/sample2.flac model-index: - name: whisper-small results: - task: name: Automatic Speech Recognition type: automatic-speech-recognition dataset: name: LibriSpeech (clean) type: librispeech_asr config: clean split: test args: language: en metrics: - name: Test WER type: wer value: 3.432213777886737 - task: name: Automatic Speech Recognition type: automatic-speech-recognition dataset: name: LibriSpeech (other) type:..."},"evidence_pages":[{"url":"https://huggingface.co/openai/whisper-small/raw/main/README.md","final_url":"https://huggingface.co/openai/whisper-small/raw/main/README.md","title":"openai/whisper-small model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:27:52.201464+00:00","bytes":20153,"raw_path":"9e6fc0c38cd9cc22f9a931bb4701a9f6f9c465d0f779b1224fbc48e4eb851802.md","content_hash":"967fa44eefe5d3436e040b0f171fc54da67aad96923bae10af37dac9be5bb6b0","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en - zh - de - es - ru - ko - fr - ja - pt - tr - pl - ca - nl - ar - sv - it - id - hi - fi - vi - he - uk - el - ms - cs - ro - da - hu - ta - no - th - ur - hr - bg - lt - la - mi - ml - cy - sk - te - fa - lv - bn - sr - az - sl - kn - et - mk - br - eu - is - hy - ne - mn - bs - kk - sq - sw - gl - mr - pa - si - km - sn - yo - so - af - oc - ka - be - tg - sd - gu - am - yi - lo - uz - fo - ht - ps - tk - nn - mt - sa - lb - my - bo - tl - mg - as - tt - haw - ln - ha - ba - jw - su tags: - audio - automatic-speech-recognition - hf-asr-leaderboard widget: - example_title: Librispeech sample 1 src: https://cdn-media.huggingface.co/speech_samples/sample1.flac - example_title: Librispeech sample 2 src: https://cdn-media.huggingface.co/speech_samples/sample2.flac model-index: - name: whisper-small results: - task: name: Automatic Speech Recognition type: automatic-speech-recognition dataset: name: LibriSpeech (clean) type: librispeech_asr config: clean split: test args: language: en metrics: - name: Test WER type: wer value: 3.432213777886737 - task: name: Automatic Speech Recognition type: automatic-speech-recognition dataset: name: LibriSpeech (other) type:..."}],"related_signals":[{"id":"239c185c-418f-4fa4-bd06-074a18049703","url":"https://onlylabs.fyi/signals/239c185c-418f-4fa4-bd06-074a18049703","source_url":"https://huggingface.co/openai/circuit-sparsity","title":"openai/circuit-sparsity","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-12-11T22:39:34+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"37cc0b35-3e6f-41bb-b0bc-665bd2fde466","url":"https://onlylabs.fyi/signals/37cc0b35-3e6f-41bb-b0bc-665bd2fde466","source_url":"https://huggingface.co/openai/gpt-oss-safeguard-20b","title":"openai/gpt-oss-safeguard-20b","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-09-18T18:51:08+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"b91c1fc5-2c29-4067-aad3-9baaafbbbf36","url":"https://onlylabs.fyi/signals/b91c1fc5-2c29-4067-aad3-9baaafbbbf36","source_url":"https://huggingface.co/openai/gpt-oss-safeguard-120b","title":"openai/gpt-oss-safeguard-120b","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-09-18T18:50:45+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"5a62cd03-7dce-4b00-83e5-179fff0f9e46","url":"https://onlylabs.fyi/signals/5a62cd03-7dce-4b00-83e5-179fff0f9e46","source_url":"https://huggingface.co/openai/whisper-large-v3-turbo","title":"openai/whisper-large-v3-turbo","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2024-10-01T07:39:28+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"bbc18bcf-31e8-409b-b0b7-753836d4eb59","url":"https://onlylabs.fyi/signals/bbc18bcf-31e8-409b-b0b7-753836d4eb59","source_url":"https://huggingface.co/openai/consistency-decoder","title":"openai/consistency-decoder","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-11-09T10:50:49+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"7c36332f-ccb7-40a3-8b3f-f6f5b4c3896c","url":"https://onlylabs.fyi/signals/7c36332f-ccb7-40a3-8b3f-f6f5b4c3896c","source_url":"https://huggingface.co/openai/whisper-large-v3","title":"openai/whisper-large-v3","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-11-07T18:41:14+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"}]}