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Zhejiang University
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Don't try to directly extrapolate wave fields to higher frequencies when data is scarce; instead, anchor on the transferable amplitude structure and separately recover the oscillatory details.
As LLMs get smarter, ditching tree search for gradient-based optimization in MLE agents unlocks significant performance gains, especially with frontier-tier models.
