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A novel optimization algorithm achieves sublinear dynamic regret in multi-agent systems without requiring accurate system models, leveraging real-time data instead.
A staggering 72.9% of medical chain-of-thought rationales fail to influence model answers, raising critical questions about their role in clinical reasoning.
