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University of Illinois Urbana-Champaign
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Beyond a certain threshold, queue peaks grow logarithmically rather than quadratically, fundamentally altering our understanding of scheduling efficiency in stochastic networks.
Training on D3-Gym, a new dataset of real-world scientific tasks with verifiable environments, closes the gap between open-source and proprietary models on ScienceAgentBench by 7.8 points.
