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Sailesh I. S. Kumar

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Preprint Aug 2026

Circuit Condensation: Post-Training that Concentrates a Behavior's Causal Circuit

Circuit Condensation is introduced, which post-trains models to concentrate behaviors into smaller causal graphs, which are smaller than the strongest frozen baseline in 30 of 32 settings, and shows that weight updates, rather than search alone, drive the reduction.

Sailesh I. S. Kumar · 0 citations

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