FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
Tang, Y. et al. · 2025
What this means for traders
AI models that show their reasoning step-by-step make far fewer logical errors in financial analysis.
Abstract
Introduces ChainEval to measure the quality of financial reasoning. Shows that Chain-of-Thought (CoT) prompting significantly reduces logic errors and that reasoning models correlate strongly with expert human judgment.