@article{thehierarchyofagenticcapabilitiesevaluat,
  title = {The Hierarchy of Agentic Capabilities: Evaluating Frontier Models on Realistic RL Environments},
  author = {Logan Ritchie and Sushant Mehta and Nick Heiner and Mason Yu and Edwin Chen},
  year = {2026},
  eprint = {2601.09032},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.09032},
}