LifePlanner: Evaluating LLM Agents for Geo-spatial Planning with Social Media Data

Zhen Dong, Yuning Peng, Yutao Shi +4

Geo-spatial planning, like trip design, is a realistic testbed for LLM agents because it requires grounded tool use, noisy evidence retrieval, and multi-constraint reasoning. Most…