This paper proposes a spherical model of cognition, drawing parallels between hierarchical information processing in the human brain and artificial neural networks (ANNs). I integrate anatomical, computational, and thermodynamic perspectives to elucidate how radial and lateral energy propagation underlie concrete and abstract cognition, and I highlight fundamental distinctions in agency …