{"schema_version":"onlylabs.public_signal.v1","title":"Mistral AI Writing: Voxtral 3","description":"Mistral AI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd","json_url":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd/signal.json","generated_at":"2026-10-25T04:29:27.919Z","evidence_latest_fetched_at":"2026-10-21T00:04:17.815161+00:00","signal_first_seen_at":"2026-10-20T16:00:53.152146+00:00","org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/mistral","dossier_json_url":"https://onlylabs.fyi/labs/mistral/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd","signal_json":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd/signal.json","source":"https://mistral.ai/news/voxtral-3/","lab_dossier":"https://onlylabs.fyi/labs/mistral","lab_dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":null},"answer_pack":{"answer":"Mistral AI published Voxtral 3. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable model release by Mistral · Voxtral 3: Voice Agent SDK & Speech Models in 50+ Languages Agent Sure. What's the reference number? Tool call get_referral(ref=\"4420 1187\") Result Merci de recevoir ce.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://mistral.ai/news/voxtral-3/","source_host":"mistral.ai","occurred_at":"2026-10-20T12:00:22+00:00","first_seen_at":"2026-10-20T16:00:53.152146+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Mistral AI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"mistral.ai","source":"source"},{"label":"Notability","value":"Notable model release by Mistral","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"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://mistral.ai/news/voxtral-3/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-21T00:04:17.815161+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd/signal.json","dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd/signal.json","required":true},{"label":"source","url":"https://mistral.ai/news/voxtral-3/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/mistral/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/mistral/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/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 Mistral AI's writing signal \"Voxtral 3\" for frontier lab strategy."},"semantic_triples":[{"subject":"Mistral AI","predicate":"published","object":"Voxtral 3","text":"Mistral AI published Voxtral 3."},{"subject":"Voxtral 3","predicate":"is classified as","object":"writing signal","text":"Voxtral 3 is classified as writing signal."},{"subject":"Voxtral 3","predicate":"belongs to","object":"talking desk","text":"Voxtral 3 belongs to talking desk."},{"subject":"Voxtral 3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Voxtral 3 has evidence coverage 1 captured evidence page."},{"subject":"Voxtral 3","predicate":"has captured page count","object":"1","text":"Voxtral 3 has captured page count 1."},{"subject":"Voxtral 3","predicate":"has readable page count","object":"1","text":"Voxtral 3 has readable page count 1."},{"subject":"Voxtral 3","predicate":"has related signal count","object":"6","text":"Voxtral 3 has related signal count 6."},{"subject":"Voxtral 3","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Voxtral 3 has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Voxtral 3","predicate":"has source host","object":"mistral.ai","text":"Voxtral 3 has source host mistral.ai."},{"subject":"Voxtral 3","predicate":"has lab","object":"Mistral AI","text":"Voxtral 3 has lab Mistral AI."},{"subject":"Voxtral 3","predicate":"has signal desk","object":"talking","text":"Voxtral 3 has signal desk talking."},{"subject":"Voxtral 3","predicate":"has source host","object":"mistral.ai","text":"Voxtral 3 has source host mistral.ai."},{"subject":"Voxtral 3","predicate":"has notability","object":"Notable model release by Mistral","text":"Voxtral 3 has notability Notable model release by Mistral."},{"subject":"Voxtral 3","predicate":"has watch term","object":"Eval methodology","text":"Voxtral 3 has watch term Eval methodology."},{"subject":"Voxtral 3","predicate":"has watch term","object":"Infrastructure","text":"Voxtral 3 has watch term Infrastructure."},{"subject":"Voxtral 3","predicate":"has watch term","object":"Agents and tool use","text":"Voxtral 3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Mistral AI published Voxtral 3. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable model release by Mistral · Voxtral 3: Voice Agent SDK & Speech Models in 50+ Languages Agent Sure. What's the reference number? Tool call get_referral(ref=\"4420 1187\") Result Merci de recevoir ce.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Mistral AI","predicate":"published","object":"Voxtral 3","text":"Mistral AI published Voxtral 3."},{"subject":"Voxtral 3","predicate":"is classified as","object":"writing signal","text":"Voxtral 3 is classified as writing signal."},{"subject":"Voxtral 3","predicate":"belongs to","object":"talking desk","text":"Voxtral 3 belongs to talking desk."},{"subject":"Voxtral 3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Voxtral 3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"54fbee02-b47f-49ea-b715-30ec340fdedd","url":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd","json_url":"https://onlylabs.fyi/signals/54fbee02-b47f-49ea-b715-30ec340fdedd/signal.json","source_url":"https://mistral.ai/news/voxtral-3/","title":"Voxtral 3","summary":"Mistral AI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-10-20T12:00:22+00:00","first_seen_at":"2026-10-20T16:00:53.152146+00:00","date_source":"rss.item_date","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://mistral.ai/news/voxtral-3/"]},"facets":{},"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://mistral.ai/news/voxtral-3/","final_url":"https://mistral.ai/news/voxtral-3/","title":"Voxtral 3","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-10-21T00:04:17.815161+00:00","bytes":585235,"raw_path":"cb0bf0e1617ea81085ee0137261b6822f80eea204204fcc6aaf7ff2fb662decb.html","content_hash":"cf76c9705a995bd298872a021554c0e811d521865023664af758dc12f8ccd080","excerpt_chars":1200,"truncated":true,"excerpt":"Voxtral 3: Voice Agent SDK & Speech Models in 50+ Languages Agent Sure. What's the reference number? Tool call get_referral(ref=\"4420 1187\") Result Merci de recevoir ce patient pour un avis dermatologique. Traitement en cours : crème à l’hydrocortisone. Dr Martin, Clinique du Parc. Agent It says, \"Merci de recevoir ce patient pour un avis dermatologique.\" Your doctor is asking a dermatologist, Dr Martin, to see you. The next slot is Tuesday at 5:45 pm. Shall I book it? Tool call book_appointment(slot=\"Nov 3 17:45\") Result confirmed Agent Done. Bring the letter, your carte Vitale, and I'll text you the details in English. Voxtral 3 Take the call Béatrice Hi, my doctor gave me a referral letter in French. Can you book it for me? Béatrice 4402... sorry, 4420 1187. Béatrice Yes, please. Thinking Summary Voxtral 3 introduces a cutting-edge voice agent SDK and state-of-the-art speech models designed for real-time, multi-step conversations across 50+ languages. It combines accurate transcription, natural speech synthesis with emotional adaptability, and deep tool integration for seamless workflow automation. Available via Mistral’s EU-hosted API or self-deployment, it ensures data..."},"evidence_pages":[],"related_signals":[{"id":"d4634a9c-8fb9-4af9-b3bf-07d04fb91d45","url":"https://onlylabs.fyi/signals/d4634a9c-8fb9-4af9-b3bf-07d04fb91d45","source_url":"https://mistral.ai/news/mistral-nvidia-ai-for-industrial-engineering/","title":"Mistral Advances AI for Engineering with NVIDIA","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-10-21T12:00:20+00:00","first_seen_at":"2026-10-21T12:00:52.680675+00:00","date_source":"rss.item_date"},{"id":"414b829f-27d4-4b54-b1df-1621b2857e10","url":"https://onlylabs.fyi/signals/414b829f-27d4-4b54-b1df-1621b2857e10","source_url":"https://mistral.ai/news/timestral/","title":"Introducing Timestral","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-10-15T12:00:00+00:00","first_seen_at":"2026-10-15T16:00:51.823118+00:00","date_source":"rss.item_date"},{"id":"1ed4297e-4d49-43ab-a3ee-826f8ad8a6f5","url":"https://onlylabs.fyi/signals/1ed4297e-4d49-43ab-a3ee-826f8ad8a6f5","source_url":"https://mistral.ai/news/mistral-large-4/","title":"Introducing Mistral Large 4","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-10-06T12:00:27+00:00","first_seen_at":"2026-10-06T16:00:51.585964+00:00","date_source":"rss.item_date"},{"id":"cd2ecc3a-e189-487f-acfe-409513d98d7b","url":"https://onlylabs.fyi/signals/cd2ecc3a-e189-487f-acfe-409513d98d7b","source_url":"https://mistral.ai/news/hallo-deutschland/","title":"Hallo, Deutschland!","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-09-28T15:57:59+00:00","first_seen_at":"2026-09-28T20:00:52.839043+00:00","date_source":"rss.item_date"},{"id":"1db8635a-9b93-4490-89d1-c97a7bfffde5","url":"https://onlylabs.fyi/signals/1db8635a-9b93-4490-89d1-c97a7bfffde5","source_url":"https://mistral.ai/news/mistral-x-mozilla/","title":"Mistral and Mozilla are bringing open, private and multilingual AI to your web browser","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-09-16T12:00:00+00:00","first_seen_at":"2026-09-16T08:00:50.919627+00:00","date_source":"rss.item_date"},{"id":"7b5a2f5a-f161-4b98-baff-e2d4cee19ef8","url":"https://onlylabs.fyi/signals/7b5a2f5a-f161-4b98-baff-e2d4cee19ef8","source_url":"https://mistral.ai/news/mistral-x-cloudera/","title":"Cloudera and Mistral Partner to Bring Specialized, Sovereign Intelligence to Enterprise Data","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-09-10T10:42:55+00:00","first_seen_at":"2026-09-10T12:00:52.527897+00:00","date_source":"rss.item_date"}]}