[uoaei]

Ok so it's clear you are not familiar with the vocabulary of this domain. "Capacity" means something specific (if extremely hard to measure precisely) about the informational throughput of a system, not just "the ability to do high-level task X as judged by a naive human observer".

I urge you to study more seriously about the things you seem so eager to speculate about before publishing underinformed opinions in public spaces.

[p1esk]

Were you going to provide the definition? What is this “capacity” you are talking about?

[uoaei]

You have my permission to use your favorite search tool to answer that question.

[p1esk]

Tried googling for "ML model capacity" - only found informal handwaving. The closest to a formal definition is VC dimension: https://en.wikipedia.org/wiki/Vapnik%E2%80%93Chervonenkis_di...

Is that what you mean when you say "capacity"? Does not seem very relevant in the context of our discussion. If it's not what you have in mind, I'd appreciate a link to the Wikipedia article on "ML model capacity" or whatever specific term experts use to represent the concept.