There are several attainable alternatives on the transparency challenge. SHAP tried to solve the transparency issues by visualising the contribution of each function for the output.[191] LIME can regionally approximate a model with a simpler, interpretable product.[192] Multitask learning presents numerous outputs In combination with the focus on c