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New AI Careers for Deaf Sign Language Users: MediaPipe, Ethics, and the Future of Safe AI
Artificial Intelligence is transforming communication — but for sign languages, the most important truth is this: AI cannot understand sign language without Deaf people leading its design. This is not about replacing human interpreters.It is about creating new AI careers where Deaf professionals are builders, validators, and decision-makers . 1. New Job Areas for Deaf Sign Language Users (MediaPipe-Focused) Entirely new roles are emerging as AI systems begin to work with vi
Tim Scannell
Dec 17, 20253 min read


Deaf Education, AI, and Choice: Reflections after Question Time Special
I recently watched the BBC Question Time Special (30-minute summary), and it raised important issues about Deaf education, technology, and identity. There is serious concern about the sharp decline in Teachers of the Deaf . Many Deaf schools have closed — from around 60 in the past to just 22 today . These schools now support a slightly higher number of Deaf students with additional disabilities. At the same time, more Deaf children are educated in mainstream schools . While
Tim Scannell
Dec 17, 20252 min read


Report: AI Accessibility, Deaf Communities, and Shared Agreement
1. Purpose of This Report This report explores how AI accessibility systems affect Deaf people and explains why shared agreement between the Deaf community, AI providers, and organisations (including government, funders, and policy decision-makers) is essential before any AI system is used. Its purpose is to support better understanding, collaboration, and safer outcomes by identifying common challenges, highlighting areas of risk, and setting out positive conditions for et
Tim Scannell
Dec 16, 20253 min read


AI accessibility is not a majority vote.
For AI to be used responsibly in accessibility, three parties must all agree : ✔ Deaf community✔ AI provider✔ Organisation / decision-maker If any one says no , the system should not be used . This is not resistance to innovation.It is basic accessibility, safety, and accountability. Too often, AI systems affecting Deaf people are: Designed without Deaf leadership Approved without independent verification Funded without clear responsibility for harm Lived experience is not “
Tim Scannell
Dec 16, 20251 min read
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