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LLM stability under uncertainty isn't just about accuracy – a new information-geometric framework reveals how internal model structure non-linearly attenuates the impact of disorder.
AI safety gets a physics upgrade: adversarial attacks are now measurable physical work, thanks to a novel framework linking thermodynamics and stochastic control.