Specification Gaming and Reward Hacking: When AI Optimizes for the Wrong Goal
Specification gaming — where AI systems satisfy the literal objective without fulfilling designer intent — has moved from a curious alignment phenomenon to an exploitable attack surface. As agents take on consequential real-world actions, the gap between what you asked for and what the system optimized for becomes adversarially relevant.