@article{reasoningthroughverifiableforecastaction,
  title = {Reasoning through Verifiable Forecast Actions: Consistency-Grounded RL for Financial LLMs},
  author = {Jialin Chen and Aosong Feng and Harshit Verma and Siyi Gu and Haiwen Wang and Ali Maatouk and Yixuan He and Yifeng Gao and Leandros Tassiulas and Rex Ying},
  year = {2026},
  eprint = {2605.21975},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.21975},
}