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Uncertainty scores, often touted as a solution for detecting LLM hallucinations, are surprisingly unreliable and inconsistent in practice.
Modeling higher-order relationships between video frames unlocks surprisingly large gains in action recognition, VQA, and robotics, all with a lightweight module.
