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AI with Sign Language Must Be Deaf-Led, Independent, and Accountable
A welcome step from WFD This morning, I welcomed the WFD (World Federation of the Deaf) LinkedIn post about its Ad Hoc Group on Artificial Intelligence . I praise WFD for recognising that AI must be approached through human rights, accessibility, inclusion, and sign language perspectives . That is an important step forward. I hope this leads to trusted global leadership and real protection for Deaf communities as AI continues to develop at speed. Looking for country-level act
Tim Scannell
Apr 16 min read


AI Can Follow a Speaker. Human Interpreters Follow the Discussion.
Artificial intelligence is developing fast, but live interpreting shows exactly where its limits still are. For prepared speeches, AI-generated sign language can look impressive. It performs best when the language is structured, the content is predictable, and the system operates on clean input. But conferences are rarely that simple. Live panels are unpredictable. Speakers interrupt each other. They react in the moment. They change direction. They overlap. They leave thought
Tim Scannell
Mar 171 min read


BSL must not become vague. BSL must remain clear, accurate, and protected — before, during, and after AI.
On Sunday , 16 February , I published a blog post on “blurring the handshape.” The central point was simple: When the handshape is blurred, the meaning is blurred. This is not a minor technical issue. It is: a language integrity issue, an accessibility issue, and a Deaf rights issue. AI-generated signing is increasingly being presented as “accessibility.” However, sign language access is not merely visual output on a screen. Sign language access is a conversation. It dep
Tim Scannell
Feb 243 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
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