There are several attainable methods towards the transparency dilemma. SHAP experimented with to resolve the transparency challenges by visualising the contribution of every function for the output.[191] LIME can regionally approximate a design with a simpler, interpretable model.[192] Multitask learning gives a large number of outputs Besides the