7 Revealing Ways AIs Fail: Neural Networks can be Disastrously Brittle, Forgetful, and Surprisingly Bad at Math

Abstract

Artificial intelligence systems can perform more quickly, accurately, reliably, and impartially than humans on a wide range of problems, from detecting cancer to deciding who receives an interview for a job. But AIs have also suffered numerous, sometimes deadly, failures. And the increasing ubiquity of AI means that failures can affect not just individuals but millions of people.