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Compiling scientific knowledge through LLMs and graph structures reveals a stable, source-traceable portrait of research evolution across multiple domains.
Expert-guided reinforcement learning can boost UAV navigation success rates by over 2x while drastically improving intent alignment.
LLMs can plan complex trips with hard constraints like budget and diversity 2.5x faster by decomposing the task into a hierarchy of coordinating and executing agents.
