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A Voice for Justice: Deaf-Led AI, Independent Ethics, and Hope for Sign Language Futures
After my recent blog, I have been contacted by people beyond the UK asking what lessons should now be learned from AI and sign language. That matters. It tells me this is no longer just a British conversation. People in other countries are watching closely, asking what has happened so far, what has improved, what has not, and whether Deaf communities are truly helping shape these technologies or are still being asked to accept decisions made elsewhere. For me, that leads to t
Tim Scannell
Mar 292 min read


🧏♀️🤖 My 2025 LinkedIn Rewind (by Coauthor.studio)
Happy New Year.2025 was the year I kept asking one question: If AI claims to understand sign language, who is accountable when it fails? I am not an AI developer or engineer. My role is to evaluate whether accessibility actually works for Deaf and BSL users, especially when AI is introduced into high-risk settings. This year, I saw real progress. I also saw serious gaps. Key moments in 2025: Started as Accessibility Consultant at PN Inclusion (July 2025) Achieved AI
Tim Scannell
Jan 62 min read


Deaf and Sign Language-Led Authority in 2026
A Deaf and Sign Language-Led authority is needed in sign language AI — now. As AI systems involving sign language become more visible, progress alone is no longer enough. What is increasingly missing from the conversation is linguistic authority . Sign languages are not motion systems. They are full languages , dependent on: manual dexterity spatial grammar context culture lived Deaf expertise Without Deaf-led authority, AI risks producing outputs that are technically impr
Tim Scannell
Jan 51 min read


💡 AI + Sign Language: Building Tools That Truly Understand
Recently, I’ve seen growing interest in tools like Sign-Speak and SignGemma — both exploring how AI can better understand sign language, not just display it. 🧠 Sign-Speak focuses on real-time sign-to-text and sign-to-voice translation, giving Deaf users and interpreters more direct ways to communicate.🤖 SignGemma , from Google DeepMind, explores sign language recognition using large-scale AI models. Out there, we already see many providers creating audio-to-text , tex
Tim Scannell
Nov 12, 20251 min read
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