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There are various possible solutions for the transparency dilemma. SHAP tried out to unravel the transparency challenges by visualising the contribution of every characteristic on the output.[191] LIME can regionally approximate a model with a simpler, interpretable product.[192] Multitask learning presents numerous outputs In combination with the