The full attribution graph for 36+59: 88 nodes and 2,099 edges

JacobHHilton · x · 2026-10-17

Jacob Hilton shares the full "detailed attribution graph" behind Claude 3.5 Haiku computing 36+59: 88 nodes and 2,099 edges, with many unlabeled features. The image traces pathways from input tokens through add-function and lookup-table features to the output token 95. He marvels that we get any insight at all, while questioning whether this tangle counts as "understanding" how the model adds two numbers.

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

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