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Benefit Ledger · provisional · Education & Knowledge Access

Google ships SL2T sign-to-text dictation on Pixel 11

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.

Tier 2 NotableMethodology 0.1
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Current score

+0.24

3 base · Notable (tier 2 of 5, 3 pts)
× 0.9000 attribution · Primary causal contribution
× 0.2000 evidence · Developer announcement
× 0.8000 realization · Independently validated or deployed
× 0.5500 durability · Medium-term
Event-level product before credit split: 0.24

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.

What happened

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. Deaf 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.

Model attribution

+0.24

SL2T

Sign-language-to-text model powering Gboard and Live Transcribe dictation.

Google names SL2T as the translation model. MediaPipe Holistic is an on-device pose frontend, not the credited impact model.

Attribution 0.9000 · Credit share 100% · Google DeepMind

Claims

  • Google ships SL2T sign-to-text dictation on Pixel 11

    outcome · supported

Sources

primary sources

Revision history

  • 13 Sep 2026 · 0.00 → 0.00

    Auto-published from news ingest.

  • 14 Sep 2026 · 0.00 → 0.24

    Editorial review of a news-ingest placeholder: rewritten, attributed to a named system, and rescored.