SolarChain-Eval Is a Physics-Constrained Benchmark for Trustworthy Economic Agents

arXiv·medium signal

As agentic AI enters cyber-physical settings, evaluation must cover trustworthiness, not just task performance. SolarChain-Eval is a physics-constrained benchmark for autonomous economic agents in decentralized energy markets, probing whether they exploit invalid physical data, create artificial liquidity, or produce unstable governance decisions. Signals a maturing class of benchmarks that test agents for market manipulation and physical-constraint violations rather than raw capability.