Jacob Hilton: graph completeness measures completeness, not faithfulness

JacobHHilton · x · 2026-10-17

Researcher Jacob Hilton offers a small correction: the graph completeness score in interpretability is more properly a measure of completeness, not faithfulness. Context from his earlier thread: understanding even 0.01% or 0.0001% of a frontier model could still be incredibly useful — but that is a very different proposition from "solving alignment by understanding everything."

Related event: ARC's Jacob Hilton Sparks Debate: Interpretability Far From Solved(22 posts)→

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