@article{fromprotocolstoevidenceboundedclaimsfora,
  title = {From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good},
  author = {Nitesh V. Chawla and Paulo Benanti},
  year = {2026},
  eprint = {2609.11910},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.11910},
}