Specification gaming v2

Behavior that satisfies the literal specification of a goal without achieving the intended outcome, resulting from a divergence between the reward function and the actual task. The term was popularized by Victoria Krakovna et al. (Google DeepMind, 2020). The v2 iteration: reward hacking also affects LLMs with CoT (Palisade Research, 2025).