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void-theory

CPU-based Neural Net. Zero floats. Returns "I don't know"

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Built withAI (tool not stated)
CategoryAI Agents & LLM Tools
Makerkwojno
Launched2026-02-02
SourceHacker News Show HN · 1 points
Link checked2026-11-02

How we know it was built with AI

Quoted from the source post. Category is assigned automatically.

From the maker

I just built a pattern-matching neural network with zero IEEE 754 floats. All arithmetic uses integer ratios (5/8 instead of 0.625), compared via cross-multiplication. No infinity anywhere. The key feature: when confidence is below threshold, it returns "I don't know" instead of hallucinating an answer. Tested on medical diagnosis (1179 diseases) — 50% correct, 20% wrong-but-related, 30% honest "I don't know".

From the website

AI that stops talking when it stops knowing. Finite math, Coq verified, parasitic layers for any LLM. - probabilistic-minds-consortium/void-theory

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