The terrifying possibility: the hard part of academic success becomes being the kind of person who’s good at promoting ideas, ...
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In this work, we investigate data–student suitability in reasoning distillation and introduce Rank-Surprisal Ratio (RSR), a simple yet effective metric for identifying suitable reasoning trajectories ...
LRMs plan reasoning strengths in advance, even before the generation of the first reasoning token. As the difficulty of questions increases, the reasoning strength of LRMs also increases. Meanwhile, ...
Abstract: Analog/mixed-signal circuits are key for interfacing electronics with the physical world. Their design, however, remains a largely handcrafted process, resulting in long and error-prone ...