Anterior cingulate and putamen neurons flexibly learn whether a hot dog is a sandwich.

Policy search lets you discover rules and adapt behavior. In this issue of Neuron, Cohen et al. (2021) demonstrate that the dynamics of neurons in primate anterior cingulate cortex and putamen indicate when a correct policy is discovered and confidence in executing decisions under that policy.