If you can learn one thing that's genuinely novel to you, you can learn anything.

This statement from AI researcher François Chollet suggests that the ability to learn something genuinely novel demonstrates a fundamental learning capacity that generalizes across all domains. The claim implies that learning capability is not domain-specific but rather reflects a core competency that, once demonstrated, indicates potential to learn virtually anything else.

Source: Francois Chollet (X) | 2026-05-23