paperJuly 2026Unreviewed

SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets

Shilin Ou, Yifan Xu, Luyao Zhang

Abstract

As agentic AI systems are increasingly applied to cyber-physical environments, their evaluation requires assessment of both task performance and trustworthiness. In decentralized energy markets, autonomous agents may improve market utility, but may also exploit invalid physical data, create artificial liquidity, and produce unstable governance decisions. Therefore, we propose SolarChain-Eval, a physics-constrained benchmark for evaluating trustworthy economic agents. It formulates market governa

Cite

@misc{ou2026solarchaineval,
  title = {{SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets}},
  author = {Shilin Ou and Yifan Xu and Luyao Zhang},
  year = {2026},
  month = jul,
  eprint = {2607.08681},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.08681}
}