Resources
Read it like a compiler
canonical
FOOM.md ↗
The full specification: semiodynamics, the five systems, the MDL training objective, the verification stack, and the falsifiable conjectures the whole program rests on.
contribute
Open problems
The active repositories below, plus evaluation harnesses and the .mos programs behind published runs.
demo
Market Intelligence
The Market-Intelligence Core running live against real feeds — the same engine the Mosaic Protocol prices tiles with.
Active research repositories
| repo | what it is | |
|---|---|---|
| thauten | the context compiler: discrete auto-encoding of reasoning into an IR, operator-library learning under MDL pressure | current priority |
| sage | Semantic Automaton in Geometric Embeddings: the HRM grid, spatial world-simulation, the Q* planning layer | spatial |
| mesaton | context physics: diffusion-based state mutation, varentropy terrain, non-linear editing where future information flows backward | agency |
| bytevibe | byte-level intelligence independent of tokenizer artifacts, and the token-to-byte bootstrap | tokenizer-free |
| qstar | proof-gated long-term epistemic memory with deletion gates; the simulation and planning substrate | memory |
Composite-intelligence research organization for the people — real vision, real schematics, real engineering.