The beautiful 36+59 attribution graph comes with fine print

JacobHHilton · x · 2026-10-17

Jacob Hilton highlights the elegant simplified attribution graph from Anthropic's paper showing how Claude 3.5 Haiku computes 36+59: input features feed separable pathways through add-function and lookup-table features into sum features (mod 10, mod 100, approximate magnitude). It's "super cool" we get any insight, he says—but there's fine print: this is only the simplified version, setting up his reveal of the 88-node detailed graph.

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

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