ttpphd says >
"Where is your articulated theory of abstract reasoning?"<
If he had a complete answer to your questions then he would keep his mouth shut and go directly to META and collect $2 BN USD or get a Nobel prize (or both). What you seem to want is a peer-reviewed academic paper but what we're doing here is brainstorming about what is going on in these LLMs.
He's definitely onto something here: LLM models, at the very least, appear to generate reasonable human-like statements about human concepts. ChatGPT et al are useful in the same way a human assistant is useful. Most remarkably, they appear to think like we do. We need to understand how these MOFOs work b/c in a few years they're going to be everywhere.
IIRC an old "Far Side" Gary Larson cartoon depicts two bears just outside their cave, arrows in their limbs and butts, fighting off a hungry bunch of cave men. One bear says to the other "Seems there's more and more of these every year!"
Well, unless we're careful, next time we're going to be the bears!