As AI-led probing moves deeper into research, every follow-up promises richer understanding - and carries the risk of changing the very choices we want to measure. This study explores where useful explanation ends and intervention begins, testing how probe depth affects information gain, respondent behaviour and predictive accuracy. The answer may redefine not just how much AI should ask, but when it should safely stop.