There are various achievable remedies towards the transparency dilemma. SHAP tried out to unravel the transparency issues by visualising the contribution of each and every attribute on the output.[191] LIME can domestically approximate a product with a simpler, interpretable design.[192] Multitask learning offers a large number of outputs In combin