AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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A training-free framework for auditing biological alignment in frozen PFMs using spatially paired histology and transcriptomics from HEST-1k, evaluated on 240 samples spanning three organs.
Asked to animate the same modern artwork under different random seeds, a text to video model returns visibly different films, one reading per seed. Because modern art is ambiguous by intent, this disagreement is signal, not noise. Yet prevailing uncertainty quantification (UQ) collapses a set of generations to a disper...
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