How to Make Algorithms Which Explain Themselves

Back in 2019, I wrote my predictions of advancements we'd see in AI in 2020. In one of those predictions, I discussed the perennial problem of algorithmic explainability, or the ability for algorithms to explain themselves, and how that will come to the fore this year. Solving this problem is key to business success, as the general public is becoming increasingly uncomfortable with black-box algorithms.