That was rookie level mistakes though. Not checking a *case* exists? Building a small pipeline of generation->validation isn't trivial, but it isn't impossible.

That was rookie level mistakes though. Not checking a *case* exists? Building a small pipeline of generation->validation isn't trivial, but it isn't impossible. The cases you describe seem to me like very lazy associates matched with a very poor understanding of what LLMs do.