Preregister the Mechanism Before the Intervention

Interpretability teams should preregister which internal change will alter a behavior, what should remain unchanged, and which side effects would falsify the explanation. Repeating that perturbation across prompts and distributions turns a causal claim into a replication protocol, distinct from a benchmark that merely ranks explanatory techniques.