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repro-lastlayer-uq

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Rebuild MocMOzHHcV (lastlayer-uq): exact CK/NTK Bayes Free Energy. C5 Strong Descent verified (both descend to (1+ln2pi)/2=1.4189) and C3 limiting free energy verified; C1 UCI NLL + C2 efficiency + C4 CK-below-NTK reproduced. C6 inconclusive (needs ResNet50). $0.