Overcoming Barriers

Dan discusses the feasibility of mutual information calculation and the challenges of uncertainty quantification in self-explaining AI. He emphasizes the importance of uncertainties for both diagnosis and explanation, highlighting the potential use of Bayesian uncertainty estimation using dropout.