Study: Are LLM agents time-aware?

maksym_andr · x · 2026-08-18

A new blog post investigates whether LLM agents possess time-awareness. It explores if agents can predict the wall-clock time of tasks and estimate the duration they spend. The study analyzes a range of tasks including long-horizon benchmarks like ProgramBench, PaperBench, and DeepSWE.

Related event: New Oxford Research Finds LLM Agents Largely Lack Time Awareness(9 posts)→

Original post →

More from Research

Research channel →