X-FCA: Diagnosing Explanatory Decoupling in Financial Information Systems via Counterfactual XAI and Conformal Prediction
The X-FCA framework was established to audit financial language models over a harmonized master corpus of 177,965 microblogs across Cryptocurrency, Traditional Finance, and Institutional sources.