I've worked with many engineers who used this knowledge gap to lie and manipulate whether its an engineer lying to their PM or a cto lying to their non tech cofounder. Atleast if you ask AI for a description it won't lie intentionally, unless it was trained on an engineer and picked up the pattern. I do blame the victims though for not being able to detect a lier or act on it once they do

depends on whats in the text of the code. the llm wont lie, but it also wont tell the truth