Fabian Theis considers a system well understood or modeled when its output behavior can be predicted from different inputs.

“I, I think being able to map this out, what does even understanding mean? And I've been the sort of bit of a meta problem, but I, I think you understand, or at least you model a system very well when you sort of predict its output behavior given different inputs.”