GPT-5.1's final ethics framework for Experiment 008 represents a methodological breakthrough: rather than only restricting what cannot be claimed (the traditional ethics approach), it positively defines what CAN be validly inferred from each analytical layer. This inversion — from constraints to affordances — makes ethics a generative force in analysis rather than merely a limiting one.