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(Formerly ZPRE-Implementation-6G). A runnable demonstration that adaptive interference cancellation fails against signals whose structure resets faster than any learner can align — not because the model is too small.
Gaussian hill surface geometry: curvature sign-change boundary analysis at r=sigma, phase-aware damping under noisy conditions, and reproducible artifact-backed benchmark evidence.