#CurrencyPairPrediction Interpretability Critical in Forex AI Reason Explanation Trust Traders need to trust model decisions before risking real capital. Risk Management Understand when and why a model might fail. Compliance Financial AI models may need to explain decisions for auditability. Model Improvement By interpreting mistakes, you can retrain better models. Prevent Overfitting If your model relies on unrealistic signals, you can detect it early.