Pre-Flight Safety Gate for Gradient-Steering Interventions

A pre-run diagnostic that measures the Fourier spectrum of a model's embedding gradients and flags whether a planned gradient-steering intervention is safe or will catastrophically break the run — before GPU hours are spent.