@article{towardserrorcentricintelligenceibeyondob,
  title = {Towards Error Centric Intelligence I, Beyond Observational Learning},
  author = {Marcus A. Thomas},
  year = {2025},
  eprint = {2510.15128},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.15128},
}