Intelligence is not a well understood concept. "AI" is also not a well understood concept - we have LLMs that can pick up some novel patterns on "first sight", but then that pattern takes up space in the context window and this kind of learning is quite limited.

Training LLMs on the other hand requires a large amount of training data.

> This makes no sense to me. If AI possesses intelligence then it should have no problem learning how to use a new language. If it doesn't possess intelligence, we shouldn't be outsourcing all of our programming to it.

Perfection. You have made such an excellent. However, I don't want to detract from that but it's like, in reality, this is a completely obvious point but because of this AI/LLM brain-rot that has taken over the software programmer community, writ large, this is particularly insightful. It's also just a sad and unimaginative state we are in to think that no more programming languages will ever be needed other than what currently exists in March 2026 because of LLMs.