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Hypothesis-guided discovery of cognitive algorithms via program refinement

arXiv cs.AI ↗ · 2026-10-05 Cached

UC Berkeley researchers propose a hybrid system treating cognitive algorithm discovery as a program refinement problem, where LLM agents revise human-authored probabilistic programs based on behavioral data mismatches, consistently improving model fit in a problem-solving paradigm.

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