@article{fromrewardhackactivationstoagenticriskst,
  title = {From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents},
  author = {Patrick Wilhelm and Odej Kao},
  year = {2026},
  eprint = {2606.06223},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.06223},
}