KONOMI · verified pattern-book library

The knowledge, written down and proven.

Each book is a domain's core rules in plain language — proposed by a local model, kept only because the set predicted held-out cases it never saw. Not weights: a readable, verified library a sovereign mind reasons with, and grows. the engine · the ladder

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Every rule here was gated: it earned its place by predicting unseen data. The books feed back to the mind that forged them — grow a verified library, don't retrain weights. Powered by the Konomi architecture, created by Thomas Frumkin. Real data where marked (UCI Online Shoppers, CC BY 4.0); the rest realistic-synthetic from a known rule.