Out-of-distribution generalisation is hard: evidence from ARC-like tasks

George Dimitriadis, Spyridon Samothrakis

Out-of-distribution (OOD) generalisation is considered a hallmark of human and animal intelligence. To achieve OOD through composition, a system must discover the environment-invar…