Generalization is not a binary property of a system but a spectrum ranging from static systems (chess) with no generalization need, to robust AI handling known distribution variations, to flexible AI handling broad domains (self-driving, robotics), to extreme generalization corresponding to open-ended intelligence capable of handling arbitrary domains the creator did not anticipate.