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The Clarification: What “Real-Time Generative AI” Actually Means
“Real-time generative AI” is often misunderstood. Real-time = fast response Generative = creates output AI = automated decision-making software Put together, real-time generative AI means: ➡️ The system can generate content immediately when triggered. What it does not automatically mean: ❌ It understands language ❌ It interprets meaning or intent ❌ It handles live, free-form communication ❌ It performs true translation ❌ It manages unexpected situations Speed ≠ understan
Tim Scannell
Jan 141 min read


The Problem (False Mental Model)
A false mental model has formed around “AI sign language translation.” Many people now believe that public systems (such as station screens) provide real-time sign language translation. But this belief does not match how most of these systems actually work. This false mental model has formed because: The word “real-time” is used The label “AI” is applied Signed output appears instantly and looks like language An infographic contrasting the false belief that AI provides live
Tim Scannell
Jan 131 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


"AI With Us, Not About Us: Deaf Leadership, Sign Languages, and the Future of Human-Centered Technology"
📺 I watched EUD TV – Series 1 Episode 2 – AI, Sign Languages and our Digital Future . I am pleased this important conversation is...
Tim Scannell
Jul 3, 20251 min read
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