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Generative representations need more than just semantic alignment; they require active exploitation, as shown by Representation Guidance outperforming larger models on ImageNet with a novel flow-matching target modification.
A prominent $蟺^{0}蟺^{0}$ mass threshold enhancement, mirroring the $蟺^+蟺^-$ channel, is definitively observed in $蠄(3686)$ decays, challenging simple chiral descriptions.
$U$-spin symmetry is substantially broken in $D^0 \to K\pi\pi$ decays, with measured breaking parameters reaching magnitudes up to $4.45$.