Edit: I should have said not all nouns have antonyms.

if anything, I'd campaign for "we should limit copyright because it already doesn't work for Ai"

Either they aren't evil in which case they're being demonized, or they're already evil in which case demonization is redundant.

Keeping aside the motives of people, what is clear is that scale effects of AI cannot be ignored. An AI "learning" millions of pieces of content in a short span is not the same as humans spending time, effort and energy to replicate someone's style. You can argue that its 'neural nets' in both cases, but the massive scale is what separates the two.

A village is not a large family, a city is not a large village, ... and all that.

The term "learning" (I presume from "machine learning") shoulders a lot of weight. If we describe the situation more precisely, it involves commercially exploiting literature and other text media to produce a statistical corpus of texts, which is then commercially exploited. It's okay if that is licensed, but none of the AI companies bothered to license said original texts. Some (allegedly) just downloaded torrents of books, which is clear as day piracy. It has little to do with "learning" as used in common English — a person naturally retaining some knowledge of what they've consumed. Plain English "learning" doesn't describe the whole of what's happening with LLMs at all! It's a borrowed term, so let's not pretend it isn't.

What's happening is closer to buying some music cassettes, ripping parts of songs off them into various mixtapes, and selling them. The fact that the new cassettes "learned" the contents of the old ones, or that the songs are now jumbled up, doesn't change that the mixtape maker never had a license to copy the bits of music for commercial exploitation in the first place. After the infringement is done, the rest is smoke and mirrors...

Human learning doesn't involve making a copy (or any other use of an exclusive rights) as defined in copyright law (the human brain not being a fixed medium), AI training does, because digital storage is.

AI training may fall into the Fair Use exception in the US, but it absolutely does not fall through the same gap that makes human learning not even eequire fair use analysis since it doesn't meet the definitions ser out for a violation in the first place.