{"data":{"event":{"id":"dea28a94-bdb4-4001-9bde-9e47c3ba273d","slug":"putting-sign-language-ai-into-users-hands-1357a9ae79","title":"Google ships SL2T sign-to-text dictation on Pixel 11","short_summary":"On 12 August 2026 Google DeepMind and Android launched sign-language-to-text (SL2T) in Gboard and Live Transcribe on Pixel 11, starting with American Sign Language to English, translating on-device pose landmarks rather than raw video.","full_description":"On 12 August 2026 Google DeepMind and Android launched sign-language-to-text (SL2T) in Gboard and Live Transcribe on Pixel 11, starting with American Sign Language to English. The model translates pose landmarks from MediaPipe Holistic rather than a raw camera feed, was trained on more than 100,000 hours across more than 50 sign languages, and is reported at 70 BLEURT zero-shot on FLEURS-ASL.\n\nDeaf testers and the AI Sign Language Advisory Committee shaped the release. This is Google’s first consumer deployment of sign-to-text dictation, limited to Pixel 11 and ASL at launch. There is no independent outcome study of adoption or communication-access gains beyond the lab announcement and the user studies it cites.","ledger_type":"benefit","primary_domain_id":"30bac771-aae4-459b-b656-1f5a8575a9a5","event_status":"provisional","event_date":"2026-08-12T00:00:00.000Z","discovery_date":"2026-08-12T00:00:00.000Z","first_published_date":"2026-08-12T00:00:00.000Z","last_reviewed_date":"2026-09-13T00:00:00.000Z","geographic_scope":"International","affected_population":"Deaf and hard of hearing Pixel 11 users, starting with ASL","base_impact_tier":2,"base_score":"3.00","attribution_multiplier":"0.9000","evidence_multiplier":"0.2000","realization_multiplier":"0.8000","durability_multiplier":"0.5500","current_event_score":"0.237600","confidence_level":"medium","score_explanation":"First Google consumer sign-to-text dictation is notable (tier 2), not a global accessibility outcome. Attribution is to SL2T (0.90). Evidence is a developer announcement (0.20). Realization is a shipped Pixel 11 feature (0.80). Durability is medium because language coverage and devices will expand.","methodology_version_id":"d7881163-fb23-4e71-8625-bac1a8662c0f","original_methodology_version_id":"d7881163-fb23-4e71-8625-bac1a8662c0f","published_at":"2026-09-13T23:09:00.815Z","created_at":"2026-09-13T23:09:00.815Z","updated_at":"2026-09-14T00:14:56.501Z","flags":[],"domain_name":"Education & Knowledge Access","domain_slug":"education-knowledge-access","methodology_version":"0.1"},"contributions":[{"id":"b0a0d81c-b2b0-4578-b521-574d648d6d1e","event_id":"dea28a94-bdb4-4001-9bde-9e47c3ba273d","model_id":"4b7bcc52-5b66-45c4-b6fc-5d3811f18f24","role_description":"Sign-language-to-text model powering Gboard and Live Transcribe dictation.","attribution_multiplier":"0.9000","credit_share":"1.0000","contribution_score":"0.237600","attribution_rationale":"Google names SL2T as the translation model. MediaPipe Holistic is an on-device pose frontend, not the credited impact model.","attribution_confidence":"medium","first_used_date":"2026-08-12T00:00:00.000Z","model_version_if_known":null,"review_status":"approved","created_at":"2026-09-14T00:14:56.501Z","model_slug":"sl2t","model_name":"SL2T","identity_class":"named_release","is_internal":false,"family_name":"SL2T","family_slug":"google-deepmind-sl2t","organization_name":"Google DeepMind","organization_slug":"google-deepmind"}],"sources":[{"id":"cdbcfd9a-1936-4e54-b868-6f52718f8822","event_id":"dea28a94-bdb4-4001-9bde-9e47c3ba273d","url":"https://deepmind.google/blog/putting-sign-language-ai-into-users-hands/","canonical_url":"https://deepmind.google/blog/putting-sign-language-ai-into-users-hands/","source_type":"developer_announcement","publisher":"Google DeepMind Blog","author":null,"publication_date":"2026-08-12T00:00:00.000Z","retrieved_at":"2026-09-13T23:09:00.987Z","title":"Putting sign language AI into users’ hands","excerpt":"Introducing sign-language-to-text (SL2T), our breakthrough model powering new sign language features for Deaf and hard of hearing users.","content_hash":null,"source_reliability_class":"medium","is_primary_source":true,"is_independent":true,"is_peer_reviewed":false,"archived_url":null,"created_at":"2026-09-13T23:09:00.987Z"}],"claims":[{"id":"cc56647b-8e70-4a60-8520-285f538845d2","event_id":"dea28a94-bdb4-4001-9bde-9e47c3ba273d","claim_text":"Google ships SL2T sign-to-text dictation on Pixel 11","claim_type":"outcome","claim_status":"supported","confidence_score":null,"created_at":"2026-09-13T23:09:01.076Z","updated_at":"2026-09-14T00:14:56.501Z"}],"revisions":[{"id":"905a680e-e564-494b-b35f-f137cfba8344","event_id":"dea28a94-bdb4-4001-9bde-9e47c3ba273d","model_id":null,"previous_score":"0.000000","new_score":"0.001000","previous_factors":{},"new_factors":{"evidence":0.1,"base_score":1,"durability":0.5,"attribution":0.1,"realization":0.2},"change_reason":"Auto-published from news ingest.","trigger_type":"news_ingest","trigger_source_ids":null,"reviewer_id":null,"review_status":"published","created_at":"2026-09-13T23:09:01.165Z"},{"id":"497fc580-aee8-4aad-a96d-069d6271bc0f","event_id":"dea28a94-bdb4-4001-9bde-9e47c3ba273d","model_id":"4b7bcc52-5b66-45c4-b6fc-5d3811f18f24","previous_score":"0.001000","new_score":"0.237600","previous_factors":{"placeholder":true},"new_factors":{"evidence":0.2,"base_score":3,"durability":0.55,"attribution":0.9,"realization":0.8},"change_reason":"Editorial review of a news-ingest placeholder: rewritten, attributed to a named system, and rescored.","trigger_type":"editorial_review","trigger_source_ids":null,"reviewer_id":null,"review_status":"published","created_at":"2026-09-14T00:14:56.501Z"}],"secondary":[]},"methodology_version":"0.1"}