@article{supervisingthechainladder,
  title = {Supervising the Chain Ladder},
  author = {Stephan Marais and James Grove},
  year = {2026},
  eprint = {2609.16552},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.16552},
}