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Chinese Academy of Sciences, University of Chinese Academy of Sciences
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Sparse evidence can lead to more effective misinformation detection, with SIEVE outperforming traditional methods by focusing on critical clues rather than exhaustive analysis.
MapAgent achieves over 95% automation in lane-level map generation, transforming how cities can maintain accurate navigation infrastructure.
Weaker autonomous web agents readily trust tampered website content, producing unsafe outputs, while stronger models exhibit better anomaly detection and safer fallback strategies under MITM attacks.
