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LLMs may excel at predicting outcomes but often fail to grasp the underlying scientific validity of the laws they propose, revealing critical gaps in their discovery capabilities.
HounsWorld achieves state-of-the-art performance in multimodal patient-state inference by seamlessly integrating CT imaging and clinical language, transforming how we interpret medical data.
Annealed gradient descent transforms the optimization landscape for neural quantum states, enabling them to achieve chemical accuracy by overcoming subspace trapping.
SimSD achieves a remarkable 7.46x increase in decoding throughput for diffusion language models without sacrificing generation quality.
