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Agents-K1 transforms how we extract and reason about scientific knowledge, achieving superior performance in multi-hop reasoning tasks compared to existing methods.
Ditch those clunky MBRs: GP-Tree uses fine-grained grid cells in a prefix tree to speed up spatial queries by up to 10x.
Current AI memory systems are surprisingly bad at integrating diverse, real-world information across long time spans, as evidenced by a new benchmark where they only achieve 55% accuracy.
