Building the FirstContinual Megapolis
Efficient models. Endless worlds. Real machines.
Builders behind the continual technological systems — open, local, efficient model architectures and the worlds and machines they grow into.
Small models, large-model performance.
MGPT — Mask-Generative Pretrained Transformer — is the architecture the company is built on: masking attention, so a model can hold a long conversation at a fixed memory cost instead of a growing one. Open base checkpoints, finetuned on our own agent-trajectory dataset. A 4B proof already answers long-context questions at 99% accuracy with flat memory; the models you can call are next.
See the architecture→An endless world that writes itself.
Monte Lua is an endless visual novel — a persistent, long-running world generated as you play, built on our in-house engine. The cast are fictional adults. The game that funds the research.
Play Monte Lua→
Become an AI researcher.
Taught from first principles, which here means downward: a small open model runs in every lesson, and the computer and the maths get explained because that is what you find underneath it. You watch the experiment happen first; the theory arrives afterward to explain what you saw. It ends in real research, published under Continual Society Research with your name on it. In production now.
See the school→Infrared and 433 MHz radio, from your phone.
An educational hardware device for getting into electronics: a board the size of a USB-C plug that does infrared and 433 MHz radio. Point a remote at it and read the burst it sends — the protocol, the timings, the code — then send it back and watch the television answer. It is the hardware companion to Continual School, it runs from the iPhone and Android apps, and nothing it captures ever leaves your phone.
See EMWaver at emwaver.ai→
Join the Continual Society.
Continual Society is the official community for Continual MI — one place for everyone building with MGPT and playing Monte Lua. If you want to join the mission, this is where it happens. The conversation lives on Discord.