What is explainability and why is it important? — What is explainability and why is it important? AI has evolved over the last couple of decades and has found applicability in various domains, including critical systems such as healthcare, the military, banking, and self-driving cars. However, more often than not, the black-box nature of many machine learning models hinders their adoption. For instance, in business, an application…