I can assure you LLMs are, in general, not great at extracting concepts and work upon it, like a human mind is. LLMs are statistical parrots, that have learned to associate queries with certain output patterns like code chunks, or text chunks, etc. They are not really intelligent, certainly not like a human is. They cannot follow instructions like a human does, because of this. Problem is, they seem just intelligent enough that they can fool someone wanting to believe them to be intelligent even though there is no intelligence, by any measure, behind their replies.