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Deaf-Led AI Assurance

Deaf-led AI assurance examines whether artificial intelligence systems are not only compliant on paper, but demonstrably trustworthy in practice. Novara Consulting Group explores evidence, validation, accountability, procurement risk and the role of Deaf expertise in determining whether signed language AI actually works for the communities it is built to serve.

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Deaf-Led AI Assurance October 21, 2026

Sign-Speak: Deaf-owned at the top, consumer terms underneath

Why this record exists Sign-Speak is the fourth sign language AI provider NCG has reviewed under the method…

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Deaf-Led AI Assurance October 17, 2026

GoSign.AI: the most transparent supply chain on the roster, and the exchange it discloses

27 September 2026 · Heather M. Grizzle, Novara Consulting Group · Working record, pending GoSign.AI’s response Why this…

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Deaf-Led AI Assurance October 9, 2026

Five Cents a Sign: Inside GoSign.AI’s Data Supply Chain, the Company’s Answers, and the Terms That Haven’t Changed

12 October 2026 · Heather M. Grizzle, Novara Consulting Group · SLAT governance record, with GoSign.AI’s response An…

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Deaf-Led AI Assurance October 8, 2026

Kara Technologies: The Pilot Is Governed, the Product Is Not Yet

In the middle of June 2026, passengers on Auckland’s East West Line who opened the Auckland Transport app…

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Deaf-Led AI Assurance October 8, 2026

Silence Speaks: Built for the Moment of Access, Not Yet for the Moment of Failure

7 October 2026 · Heather M. Grizzle, Novara Consulting Group · Working record, pending Silence Speaks’ response A…

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Deaf-Led AI Assurance October 7, 2026

UMI’s /sign: The App Is Launching, the Evidence Is Not Yet

“A Deaf patient arrives at the ER.” The sentence is not NCG’s. It is the opening of a…

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Deaf-Led AI Assurance October 7, 2026

Signapse: A Stop Right, Stated for One Product

Picture a Deaf passenger on a station platform. The screen above her shows a digital signer, fluent and…

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Deaf-Led AI Assurance September 26, 2026

Signapse: on the roadmap, not yet shipped

26 September 2026 · Heather M. Grizzle, Novara Consulting Group Why this record exists In August 2026, Novara…

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Deaf-Led AI Assurance September 11, 2026

Consistently Wrong: Apple DiscoSign and Sign Language AI

A paper posted to arXiv on 2 September 2026 and accepted to the main conference at EMNLP describes…

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Deaf-Led AI Assurance September 11, 2026

Where We Have Control: Signapse SignStream and AI Signing

Synthetic signing by the minute, and the governance that stays behind when the file leaves On 9 September…

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