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💡 AI + Sign Language: Building Tools That Truly Understand
Recently, I’ve seen growing interest in tools like Sign-Speak and SignGemma — both exploring how AI can better understand sign language, not just display it. 🧠 Sign-Speak focuses on real-time sign-to-text and sign-to-voice translation, giving Deaf users and interpreters more direct ways to communicate.🤖 SignGemma , from Google DeepMind, explores sign language recognition using large-scale AI models. Out there, we already see many providers creating audio-to-text , tex
Tim Scannell
Nov 121 min read


🧭 Before You Invest: The Ethical AI-BSL Checklist
AI has the potential to enhance accessibility, but without rigorous ethical oversight and Deaf leadership , it risks deepening linguistic inequality—the new Digital Milan . For any hearing or non-signing organisation planning to buy, fund, or promote an "AI Sign Language" product, due diligence is mandatory. Before you fund, buy, or promote an "AI Sign Language" tool, you must ask these 7 Questions. AI innovation without ethical governance leads to Language Injustice . We nee
Tim Scannell
Nov 82 min read


🧠 Final Reflection on AI, BSL, & Language Justice: We Must Not Repeat History.
Hearing-led control over Deaf Language and knowledge. Languages never colonised again. Over the past year, my research has explored how Artificial Intelligence (AI) is transforming access to British Sign Language (BSL) . What I found confirms a critical truth: BSL is a living language , not just data, and its interface with AI is fundamentally about language power and equality. Too often, AI projects risk repeating historical mistakes—a pattern I call Digital Milan: Innovat
Tim Scannell
Nov 81 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 131 min read


🚨 Ofsted, AI, and Accessibility: Where’s the Sign Language?
Ofsted says it won’t directly inspect AI tools but will assess how they’re managed if staff or students are using them. Their new...
Tim Scannell
Jun 302 min read


🧠 Real-Time Bidirectional Sign Language Translation with Generative AI
Bridging Communication Between Deaf Signers and Hearing Users This AI-powered pipeline supports two-way, real-time communication between...
Tim Scannell
Jun 291 min read


📝 Summary Report: Reflections on AI Companies and Sign Language Technology - Deaf Users’ Experience
After recent meetings with AI companies developing sign language technology, here are key reflections and calls to action shared by Deaf...
Tim Scannell
Jun 12 min read
Deaf Voices Matter in AI Development 🧏♀️🤖Last week, I shared: “Deaf Voices Matter in AI Development” — and it’s now received over 5,000 reactions in just one week.
That shows how deeply this message resonates. 💬 Recently, members of the Deaf community, including native BSL users , gave feedback to a...
Tim Scannell
Jun 12 min read
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