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When is AI sign language acceptable, and when is it risky?
Not all uses of AI-generated sign language carry the same level of risk. In low-risk public information contexts — such as airports, train stations, or general announcements — AI sign language may be acceptable if it is clearly presented as assistive and not a replacement for human interpretation. However, the situation changes in high-stakes contexts . In medicine , errors can affect consent, diagnosis, and patient safety. In justice , misinterpretation can affect rights,
Tim Scannell
Feb 181 min read


When Handshape Is Blurred, Meaning Is Blurred
Generative AI is now being used to convert written text or spoken language into sign language avatars for websites, videos and public communication. Innovation in accessibility is positive. However, when working with British Sign Language (BSL), accuracy is essential. BSL is a complete language. It has its own grammar, structure and visual rules. If these rules are not clear, meaning can change. HOLMN: The Foundation of BSL Every sign in BSL depends on five key elements. Thes
Tim Scannell
Feb 153 min read


Why sign language AI errors are not the translator’s fault
Spatiality and phonology are core parts of sign language. Many current AI systems still struggle to represent them accurately. When errors appear in AI-generated sign language, responsibility is often implicitly placed on the human sign language translator involved. This is unfair and incorrect. In most systems, translators are not delivering sign language directly to the AI. They are contributing to datasets, often in the form of sign language gloss. Gloss is a simplified re
Tim Scannell
Feb 102 min read


Protect. Preserve. Promote Sign Language. A UNCRPD Responsibility in the Age of AI
Under the United Nations Convention on the Rights of Persons with Disabilities (UNCRPD) , States, public bodies, universities, and organisations have clear obligations to recognise, promote, and protect sign languages — and the people who use and sustain them. As artificial intelligence (AI) technologies increasingly enter the field of sign language translation and accessibility, they are often framed as progress: faster access, wider reach, lower cost. Accessibility is impo
Tim Scannell
Feb 63 min read
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