Researchers John Wentworth and David Lorell apply a probabilistic frame to model how agents represent concepts. This mathematical approach seeks to bridge gaps between cognitive science and traditional AI. By treating concepts as latent variables, the framework allows for more precise reasoning. Practitioners can use these methods to better analyze internal model abstractions.