BLOG
Writing from CLERC.
Notes on sign language, native infrastructure, datasets, and the future of multimodal AI.
July 9, 2026
The Sign Language AI Dataset Landscape in 2026
WLASL, How2Sign, ASL Citizen, YouTube-SL-25, GoSign.AI: there have never been more sign language datasets. So why can't AI labs ship? An honest map of the landscape, and where the real gaps are.
July 6, 2026
Four Months, Less Than $1,000, and One Conviction: Data Comes First
CLERC's first public sign language recognition demo reached up to 71% accuracy on an unseen signer after four months, less than $1,000, and a Deaf-led data build.
June 22, 2026
Why Foundation Models Need ASL Training Data
Every major foundation model lab is missing the same thing: a sign language modality. Here is why ASL training data is not optional for the next generation of multimodal AI, and why generic video datasets do not close the gap.
June 1, 2026
Deaf People Use the Future First
Texting, captions, video calls. Deaf communities used them before the rest of the world caught up. Sign language is next, and this time people are not the only ones following.
April 27, 2026
Deaf Community First
Why CLERC exists because of, not for, the Deaf community and why that is a technical requirement, not a values statement.
April 22, 2026
We Are Not an Accessibility Company. We Are a Technology Company.
CLERC builds sign language AI infrastructure: structured, Deaf-led sign language data for ML labs, translation engines, and research teams. We're a tech company, not an accessibility company, and here's why that distinction matters.
April 13, 2026
From Raw Video to Labeled Signs
Raw footage in, production-ready sign language data out. How the CLERC pipeline transforms video into structured, linguistically grounded data.
April 7, 2026
Why Data, Not the Model
Sign Language AI does not have a model problem first. It has a data problem, and that changes everything.
April 1, 2026
THE CLERC DEMO: From Our Database to Your Use Case
Sign language has never had an ImageNet moment. CLERC is building the data foundation that makes sign language AI viable — and the demo shows exactly what that means in practice.
March 29, 2026
Manifesto of CLERC: The Foundation for the Next Generation of Sign Language AI
For nearly a decade, I have been obsessed with one challenge: breaking the communication barrier through technology.