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MapAgent achieves over 95% automation in lane-level map generation, transforming how cities can maintain accurate navigation infrastructure.
Conversational agents can achieve superior memory recall and reasoning by treating memory as an active cognitive component rather than a passive tool.
Code LLMs are surprisingly good at memorizing gibberish secrets, thanks to quirks in how they tokenize code.
Training-free change detection gets a serious boost: CoRegOVCD leverages posterior calibration and geometric consistency to identify semantic changes in remote sensing imagery with significantly improved accuracy.