FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness
FinAcumen accumulates financially grounded reasoning experience from prior trajectories, distilling successful strategies and failure-derived cautionary rules into a persistent memory bank, and shows that selective experience activation improves reasoning reliability under retrieval uncertainty.