Sparks of In Silico Cognitive Science: Theories from Simulated Data Can Generalize to Humans
The Automated Cognitive Scientist, a closed-loop discovery system in which LLM agents design theory-discriminating experiments, collect responses, arbitrate between competing theories, and synthesize successors, entirely on behavior simulated by Centaur, a foundation model of human behavior, succeeds despite the simula...
A. K. Jagadish, Younes Strittmatter, Nori Jacoby et al.
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