@article{beyondreactivitymeasuringproactiveproble,
  title = {Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents},
  author = {Gil Pasternak and Dheeraj Rajagopal and Julia White and Dhruv Atreja and Matthew Thomas and George Hurn-Maloney and Ash Lewis},
  year = {2025},
  eprint = {2510.19771},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.19771},
}