Universal Natural Intelligence
An active-inference research programme: a bacterial flagellar-motor laboratory, a scientific control plane that authors verdicts, a colony of agents living in a running world, and the instruments built to stop any of it claiming more than it has measured.
Where to start
Four routes in, depending on what you came for. Every command in them is quoted from the file that defines it, so a command that moves fails this site’s build rather than rotting on the page.
- Quick start — fifteen minutes from nothing to a running active-inference engine. No GPU, no accounts, no network after the first fetch.
- Start here — what this is, in the order you have to meet it. Six ideas, each needed for the next.
- Install and Run it — every prerequisite with the version the estate really declares, then every runnable entry point with its real command.
- Coverage — the proof that nothing here is unaccounted for, computed and gated rather than claimed.
Measured right now
What the parts are
UNI.Minecraft
The colony, the Producer, the scientific control plane, the operator plane and the broadcast suite.
Documented from gen2-runtime at 44baf03d5041 · 4 generated blocks
UNI-FLAGELLUM
The bacterial flagellar-motor laboratory: licensed microscopy beside a deterministic reconstruction and an active-inference agent.
Documented from hierarchical-aif/motor-stack at b909801f3db4 · 2 generated blocks
UNI Encyclopedia & Cookbook
Two book-length works on the UNI method, rendered by a stdlib-only Python generator.
Documented from main at 575fc93d9d31 · 2 generated blocks
What this site does not claim
The source repositories are not public yet. Every citation here names a real repo, branch, commit and path — and today none of them can be opened, so each one says so on its face. That is deliberate. A citation you cannot follow is an appeal to authority, and marking it is the difference between documentation and a brochure.
Passing gates are not proof of biological parity. The estate's own contract is explicit that software tests are necessary and nowhere near sufficient, that observation and reconstruction may never be relabelled as one another, and that failed, blocked and not-run work stays visible rather than being quietly dropped.
Excluded from uni-cookbook: appendix-TA is Track-A: the commercial and delivery track (engagement, pricing, brand, delivery-route ledger, commercial proof). It is the operator's own material and his own published rate card, so it is not a leak — but it is BUSINESS content in a SCIENCE encyclopedia, and this site documents the science. Excluded by scope, not by secrecy. Recorded here rather than silently dropped, because the cookbook's own generator holds that nothing may be omitted without saying so.