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Temporal degradation in video diffusion isn't just caused by weak cross-frame attention鈥攊t is driven by an underlying spectral imbalance between local diffuseness and global diversity that can be selectively repaired at inference time without retraining.
YouTube's recommendation algorithm doesn't just show different political content to male and female-coded profiles, it steers them into structurally different information ecosystems.
