Manuscript Oai227-A@1 · Oai227-A.tex · section · 7f45f607

Audit 5: replacement and functional universality

Stage 1: finite identities and the five-stage audit › Audit 5: replacement and functional universality · lines 612–635

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Gaussian and Rademacher couplings match their first three moments. The fourth moments differ. In a fourth-order replacement calculation, normalization contributes while the number of edges is of order . These powers alone give only order one, not an error tending to zero.

The source therefore uses clock-history cutoffs, projected scores, derivative estimates including cutoff derivatives, and a functional tightness argument OAI227History,OAI227Scores,OAI227Replacement. The general replacement methodology has a separate literature Chatterjee.

A full audit must verify both removal of the cutoffs and control between time-grid points. Comparison of finitely many evaluations alone does not prove convergence in .

Universality in the frozen statement concerns the two named disorders. It does not assert universality for every mean-zero disorder distribution.