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College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, China, The Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing, China
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Decoupling memory and context in LLMs reveals hidden fragilities that traditional uncertainty metrics miss, leading to significantly improved reliability in uncertainty quantification.
