Explainability (and its sibling, interpretability) is arguably the most important new legal concept developed in response to the creation of highly complex artificial intelligence models trained on massive amounts of data and computer power. As is now well known, some of these models, such as the most sophisticated large language models, have inference mechanisms that are so mathematically complex that we cannot explain them.