Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments

@misc{asawa2026continual,
  title = {Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments},
  author = {Parth Asawa and Christopher Glaze and Gabriel Orlanski and R. Ramakrishnan and Ben Xu and Asim Biswal and V. Chen and Frederic Sala and Matei A. Zaharia and Joseph Gonzalez},
  year = {2026},
  eprint = {2606.05661},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05661},
}