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Widen gradient flow repairs beyond Gaussian proxies
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Executive summary


All six registered claims match arXiv v1 and are supported. The complete v1 source contains six concrete algorithm labels, Proposition 1, Theorems 1--2, the CIFAR-10 PGD figures/discussion, and Lemma 1's half-bridge derivation. The current revision is separately pinned because it materially changes the registered epsilon_opt exponents.

The deterministic executable now adds 18 continuous non-Gaussian WGF flow cells, six actual ULA work cells on nonquadratic potentials, and four continuous half-bridge quadrature cells to the pinned proof checks. All new scope gates pass: maximum WGF W1/epsilon is 0.8185202, all ULA states are finite with the largest counted work 1,082,368, and the continuous KL-decomposition residual is 5.5511e-17. The earlier exact source/rate controls and three primary vector figures remain preserved without fabricating curve coordinates.

Primary records: OpenReview, arXiv, authors' code, and the scheduled Space.

Scope

Item Result
Exact live claims 6/6
Scientific gates 18/18
Literal source arXiv v1
Current source Material theory-drift control
CIFAR evidence Pinned primary vector plots and exact source conclusion
Independent execution Non-Gaussian WGF, ULA work, continuous half bridge

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