@article{whendoescontinuallearningrequirelearning,
  title = {When Does Continual Learning Require Learning},
  author = {Anne Harrington and Nayan Saxena and Michael Murphy and Anastasia Borovykh and Zeyu Yun and Sridhar Kamath and Ara Eindra Kyi and Trevor Darrell and Jitendra Malik and Yutong Bai},
  year = {2026},
  eprint = {2607.07847},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.07847},
}