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 M. Glaze and Gabriel Orlanski and Dr.T.V. Ramakrishnan and Benji Xu and A. Biswal and Vincent Sunn Chen and Frederic Sala and Matei Zaharia and Joseph E. Gonzalez},
  year = {2026},
  eprint = {2606.05661},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05661},
}