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CAIA

CAIA is a benchmark for evaluating AI agents in adversarial, high-stakes financial environments.

For further details, please refer to the following resources:

  • —Paper: https://arxiv.org/pdf/2509.xxxxx
  • —Project Page: https://www.caiba.ai/
  • —Github: https://github.com/caiba-ai/caia-benchmark-0927
  • —CAIA Dataset: https://huggingface.co/datasets/cyberco/caia-0927
  • —Leaderboard: https://huggingface.co/spaces/cyberco/CAIA0927Leaderboard
  • —Point of Contact: James Dai

Citation @article{CAIA, title={When Hallucination Costs Millions: Benchmarking AI Agents in High-Stakes Adversarial Financial Markets}, author={Dai, Zeshi and Peng, Zimo and Cheng, Zerui and Li, Yihe Ryan}, journal={arXiv preprint arXiv:2509.xxxxx}, year={2025} }