Technology
The Architecture
- 01
Mechanistic World Model
Fixed code turns the raw input into the features experts already use. Nothing here is trained.
- 02
Classifier Swarm
Small classifiers, each recognizing one pattern, together place the new example next to the past examples it resembles most.
- 03
Knowledge Universe
Every example the system has ever seen is kept here, with what it was, how it ended, and the record to prove it.
- 04
The Ether
For each action the system could take, it looks up how that same action ended in the most similar past examples.
- 05
Regional Skills
Each region of the map has its own skills: rules that remove forbidden options, and rankings built on the evidence from past examples. They change only offline, after passing sealed tests.
- 06
Frozen Language Model
It turns the finished decision into words a person can read, and it is never retrained.
Inside the system
The Knowledge Universe
This is how Ammonix stores what it knows. Each past example is a point on this map, and similar examples sit close together. A new example is shelved the way a librarian shelves a book, next to the ones most like it, and the outcomes of those neighbors are the evidence behind the decision.