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What Today’s Sign-Language AI Actually Does
I reviewed current sign-language AI tools to understand what they can really do, what they cannot do, and where risks are being created for Deaf users and organisations. The main issue Many very different AI tools are being described as “sign-language translation” , even though they do very different things. This creates confusion, unrealistic expectations, and poor accessibility decisions. Three types of sign-language AI tools Across products, demos, and research projects,
Tim Scannell
Jan 83 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 imp
Tim Scannell
Jan 51 min read


SignGPT, starting points, and the risk of a “Digital Milan”
Many people think SignGPT is the same as ChatGPT , just with sign language added. This is where confusion begins. ChatGPT starts with: text or speech This makes sense because ChatGPT is built for people who write or speak first . Because of this, many people assume SignGPT should work the same way : start from text or audio Then generate sign language But this assumption creates a serious misunderstanding. For Deaf people: Sign language is the first language Meaning starts
Tim Scannell
Dec 29, 20252 min read


Bridging Communication Gaps: Enhancing Accessibility for Deaf Individuals
The Importance of Inclusive Design I recently shared a blog about inclusive pharmacy packaging — how Braille helps blind users identify medications by touch and hearing 🎧. Read more here . This week, I came across some fantastic news:👁️ Tesco x Be My Eyes are partnering to provide real-time visual support for blind and partially sighted customers across the UK. Through the app, users can connect directly with Tesco colleagues for personalised help while shopping. 👏 Tha
Tim Scannell
Oct 11, 20252 min read


🎥 Bodycam vs Drone vs AI Robot — The Future of Sign Language Accessibility
As a Deaf BSL user who wears a bodycam, I’ve thought a lot about how technology could better capture sign language communication for accessibility and evidence. Here’s a quick breakdown of three options: 1. Bodycam 🎥 Pros: Worn on your body, capturing what you see. Simple and portable. Cons: Misses “middle zone” — your hands and signing are often out of frame. Limited to one fixed perspective. Audio-focused; not designed for sign language. 2. Drone 🛸 Pros: Flexible, can h
Tim Scannell
Oct 1, 20251 min read


🚆 Accessibility in Travel: Why BSL on Train Screens Matters
I came across this photo of a train departure board featuring a British Sign Language (BSL) interpreter in the corner. Some people commented: “Why do we need sign language? Deaf people can read the screen.” It sounds simple, but the reality is more complex. Here’s why BSL still matters: Language Access For many Deaf people, BSL is their first language . English often serves as a second language. Written text may not always be easy to process quickly, especially under stress
Tim Scannell
Sep 26, 20253 min read


Title: Revolutionising Football Officiating: AI-Powered Referee Watches for Instant VAR Decisions
Introduction : Football refereeing has been transformed in recent years with the introduction of the Video Assistant Referee (VAR) system. However, VAR often disrupts the flow of the match, requiring referees to walk to the touchline to check screens. What if this could be streamlined? AI-powered referee watches could make critical decisions – such as confirming goals – instantaneous. Why Referee Watches Matter. Speed and accuracy are vital in football. Current VAR delays ca
Tim Scannell
Aug 22, 20252 min read


Title: The Future of Driving: AI-Powered Navigation with Sign Language Support Introduction
Car navigation systems have come a long way, evolving from simple paper maps to GPS devices and now to intelligent AI-driven platforms. But what about accessibility? For drivers who are deaf or hard of hearing, traditional audio navigation can be limiting. Enter the concept of AI-powered car navigation with sign language integration. Car Navigation Systems Why Sign Language in Navigation Matters Sign language is more than just hand gestures; it involves facial expressions an
Tim Scannell
Aug 22, 20252 min read
AI in Accessibility and Sign Language Innovations
1. Introduction This blog summarises recent insights into AI applications for accessibility, focusing on emerging sign language technologies. The analysis draws on video presentations from AbilityNet and Microsoft, blog posts, LinkedIn commentary, and ongoing initiatives in the AI + sign language space. While AI has advanced accessibility significantly, full sign language integration remains limited. 2. Overview of Reviewed Materials Videos and Contributors AbilityNet: First
Tim Scannell
Aug 20, 20253 min read


Sign Language in the Era of Artificial Intelligence - A Turning Point for Deaf Rights
The European Union of the Deaf (EUD) has released a landmark report, “Sign Language in the Era of Artificial Intelligence.” It’s part...
Tim Scannell
Aug 15, 20253 min read
🖐 AI & Sign Languages: Why Deaf-Led Safeguards Matter
2025 is shaping up to be a turning point in how AI intersects with sign languages. Recent publications highlight a common theme: Irish...
Tim Scannell
Aug 13, 20251 min read


Big Promises, Hard Reality: Why Some AI Startups Struggle
Introduction AI companies often make big promises. They show plans in steps or “tiers,” starting small and aiming high. These...
Tim Scannell
Aug 12, 20252 min read


🧏♀️🌍 AI is changing search – but will it help Deaf people learn sign languages too?
This month, a major tech company launched a new ‘AI mode’ for search in the UK. It gives you fast answers in a friendly, chat-like way —...
Tim Scannell
Jul 29, 20251 min read


🚆 Planning for BSL Accessibility Awareness This Week! 🤟
This week, I’m raising awareness about the real challenges Deaf people face when trying to give feedback or get help at train stations...
Tim Scannell
Jul 19, 20252 min read


🤖💥 AI is racing forward… but can it truly understand ASL?
I recently watched a powerful video by the CODA brothers signing in ASL. I can’t share the video directly, but it left me thinking deeply...
Tim Scannell
Jul 18, 20252 min read


AI Signing Avatars at Train Stations – Some Are Better, But Safety Still Matters
Recently, I shared a video of an AI signing avatar at a train station. The avatar’s signing was not accurate, and it came too late to...
Tim Scannell
Jul 13, 20251 min read
🗞️ Deaf Community Update: From Norwich Airport to AI and Education
Over the past few weeks, I’ve been actively engaged in critical conversations on accessibility , Deaf leadership , and the role of...
Tim Scannell
Jul 8, 20253 min read


AI, BSL, and Language Equity: A Reflective Journal on Inclusion, Ethics, and the Future of Communication
An AI company manager struggled to learn BSL Level 1, but still asked his tutor to move him forward to Level 2. Meanwhile, the company's...
Tim Scannell
Jul 6, 20254 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
🤖 AI, Sign Language & Inclusion: Why the Deaf Community Must Not Be Left Behind
As artificial intelligence continues to shape how we work, communicate, and access services, there’s a growing concern that Deaf...
Tim Scannell
Jul 1, 20253 min read
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