Argh please stop. Everyone knows LLMs aren't AGI currently and they have annoying limitations like hallucinations. Even the "giving up" thing was known before Apple's paper.

You aren't winning anything by saying "aha! I told you they are useless!" because they demonstrably aren't.

Yes everybody is hoping that someone will come up with a better algorithm that solves these problems but until they do it's a little like complaining about the invention of the railway because it can only go on tracks while humans can go pretty much anywhere.