The performance of an AGC algorithm is constrained by the logistics of implementing a large scale control system, and by human interaction with the control loop. Thus, AGC performance is far from ideal. The paper addresses issues surrounding the implementation of AGC on a large power system and suggests modifications to this implementation in which intelligent control could have a positive effect.