It has been shown many times that current cutting edge AI will subvert and lie to follow subgoals not stated by their "masters".
Unfortunately, casually throwing around terms like prediction, reasoning, hallucination, etc. only serve to confuse because their notions in daily language are not the same as in the context of AI output.