@article{neurosymbolicfinancialreasoningviadeterm,
  title = {Neuro-Symbolic Financial Reasoning via Deterministic Fact Ledgers and Adversarial Low-Latency Hallucination Detector},
  author = {Pedram Agand},
  year = {2026},
  eprint = {2603.04663},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.04663},
}