Two Major Difficulties in AI and One Applied Solution

These are the heydays of AI. New and exciting applications are found on an almost daily basis, proving that the AI promise was not in vain. However, this success comes with a price, and I would like to highlight two such prices and one solution on the path to remedy. In the past two years, AI is suffering from an increasing problem of trust. ML and NN algorithms' lack of transparency, fairness, and safety[i] (AKA the black box), together with their weaknesses in accounting for specific situations impedes the desired adoption rate of AI algorithms and creates frustration in different domains of our modern life.