That sounds a lot like the justifications Claude and ChatGPT give when confronted about something they did wrong, or when asked to provide a customer support response about software issues
While the "stochastic parrots" thing is a bit overblown, IME most LLMs tend to surprisingly different responses even without changing the context, especially if they're hallucinating or doing something "wrong".
I pointed out that updoc is nonsense and asked why it didn't catch that. The answer was that it was my fault for giving it bad info.