The system should ship finished things.
Products are the machinery. Studio is where that machinery becomes something a person can read, play, hear, watch, or take home. Each experience is also evidence that the underlying factory can run again.
Finished public work
Canton Sea
A Theory of Human-AI Signal-Chain Identity. Thirty-eight short chapters trace how intent survives handoffs between people, models, machines, and interfaces.
Open the book page
Independent local-model benchmarks
Measured model, quant, hardware, speed, task accuracy, and calibration behavior from HMIC's local lab. The first report compares Qwen3.8-27B with Qwen3.6-35B-A3B.
Read the benchmark
Lizzie's Magic Door
Two focused experiences under one guide: Storymaker turns a child's choices into a finished story; Learning Arcade builds reading, typing, spelling, math, and science through short adaptive missions. Both remain private by default.
Meet LizzieThe Studio contract
One finished artifact is not the point.
The point is a reusable process that can produce the next book, lesson, song, video, or benchmark with less manual work while preserving the operator's choices.
The artifact proves the factory ran.
Studio shows the finished public work. Proof preserves the methods, measurements, and evidence behind it.