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| # Paper Claim 5 method | |
| The independent checker uses the analytic first derivative of the Gaussian | |
| privacy curve. Tangent dominance is checked on 12,000 left-grid points and | |
| convexity by monotonicity of the analytic derivative on 12,000 right-grid | |
| points. This differs from the retained central-second-difference checker. | |
| An out-of-regime mutation at `epsilon=1,delta=0.9` must fail. | |