Measuring Decision-Scale Use in Tool-Augmented LLMs: A Contrastive Urban Benchmark

Ray Chen, Vivian Wong, Christan Grant

Urban decision-support often asks whether activity is unusually high or low for a specific place, not which place has the larger raw count. Twenty pickups in a quiet neighborhood c…