Energy Calculus: A Compositional Algebra of Energy in Computational Systems

Mosharaf Chowdhury, Jae-Won Chung, Jeff J. Ma +2

Energy is a binding constraint for AI scaling, yet it lacks the formal treatment that computation, communication, and learning have long enjoyed. Recent systems demonstrate large e…