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cs.AI2026
Verifiable abstention makes AI leak diagnosis accountable in urban water distribution networks
Tianwei Mu, Yue Wang, Mingzhe Yuan +8
Leak localization is usually evaluated as forced-choice prediction, although sparse hydraulic observations may not justify excavation. Here, we quantify a pressure-information limi…
cs.AI2026
ReasonCast: Agentic Demand Forecasting with Selective Semantic Reasoning
Ziyue Yang, Chaolin Xu, Yijing Wang +5
Demand forecasting increasingly requires combining two complementary sources of information: historical sales reveal recurring numerical dynamics, while future promotions, holidays…