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  "predictions": {
    "P1_bound": "For translation, W2^2/(D dt Sigma)=1 independent of D.",
    "P2_scaling": "W2^2 scales as speed^2*dt^2; the dimension-corrected sliced estimator is invariant to D and dimension for fixed total speed.",
    "P3_optimizer_boundary": "For H eigenvalue 4, noiseless GD boundary is eta=2/4=0.5; high-eta baseline should diverge and controller should reduce eta."
  }
}