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AI agents fail to invent new concepts or revise existing theories when faced with an epistemically open world, even with abundant evidence.
A single destructive image can now yield comprehensive population-level statistics on crack degradation in lithium-ion cathodes, transforming how we assess battery aging.
Achieve diffusion-level perceptual quality in monocular depth estimation at 40x the speed, by replacing the slow initial diffusion steps with a fast ViT-based depth map and refining in a compact latent space.