Comparisons between SAFi and techniques such as reinforcement learning from human feedback, or RLHF, are useful only up to a point. Constitutional AI is a closer conceptual comparison because it introduces explicit principles into the process of generating and evaluating responses. Even so, these approaches address a different layer of the problem. RLHF and Constitutional AI primarily shape how a model behaves. SAFi governs how an AI agent operates. That distinction matters because an AI a...