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This paper formulates cognitive experiment design as a Bayesian Experimental Design problem, introducing an amortized framework that efficiently identifies maximally informative environments for inferring latent planning parameters, with validated performance on the Mouselab-MDP paradigm.
The article presents Joscha Bach's argument that replicating the physical wiring of the brain cannot produce human-like consciousness, emphasizing that mental states arise from information processing rather than mere anatomical mapping.