Proposal: 'behavior heritability' — the causal share of a neuron's correlation with LLM behavior

Sauers_ · x · 2026-10-16

A concept proposal for LLM interpretability: behavior heritability — the percentage of a neuron's neuron↔behavior correlation driven by that neuron's causal effects. It can be measured by intervening on the neuron versus looking at correlation left unexplained by causal direct effects, separating genuine causal contribution from mere correlation. An idea sketch, with no paper or experiments attached yet.

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