Specification & Reward Design

Write specifications and reward signals that capture what you actually want from an AI system. Learn the spectrum from implicit specification (prompt) to explicit (reward function, rubric), classic specification gaming and reward-hacking failure patterns, proxy-failure modes, and the specification-review ritual that catches most of these before deployment.