@article{verifiabilityfirstagentsprovableobservab,
  title = {Verifiability-First Agents: Provable Observability and Lightweight Audit Agents for Controlling Autonomous LLM Systems},
  author = {Abhivansh Gupta},
  year = {2025},
  eprint = {2512.17259},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.17259},
}