@article{lawslearningfromactualworkloadssymbolica,
  title = {LAWS: Learning from Actual Workloads Symbolically -- A Self-Certifying Parametrized Cache Architecture for Neural Inference, Robotics, and Edge Deployment},
  author = {Gregory Magarshak},
  year = {2026},
  eprint = {2605.04069},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.04069},
}