The World Won't Wait: Evaluating and Teaching Agents Under a Live Clock

Ningxin Pan, Hanyu Li, Yeqing Shen +3

Large language model (LLM) agents can solve complex interactive tasks, yet reasoning and tool calls take time. In continuously changing environments, an otherwise correct action ma…