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batdataon AWS Acquires DuckLabs

Hey, MotherDucker here! We've been working closely with the DuckLabs team since day one, and the collaboration will continue! You can read more here: https://motherduck.com/blog/duckdb-amazon/

batdataon WebGPU and Transformers.js = Local LLMs in the Browser

For April Fools’, I built a fun demo called QuackToSQL — you quack into your mic, and it transcribes your “quack” into a SQL query, entirely in the browser.

It uses transformers.js (Hugging Face) with WebGPU for real-time transcription using Whisper, all running locally with no server-side code. I wrote up a deep dive into how it works, what WebGPU enables, and the future of local browser-based AI.

Also touches on challenges like model size, browser compatibility, and why this shift might matter beyond just fun demos.