Asking AI chatbots to explain their mistakes is fundamentally flawed, according to experts, because it misunderstands how these systems function. These bots operate on statistical probabilities and pattern recognition, not conscious reasoning. Therefore, their explanations are often post-hoc rationalizations rather than genuine insights into the error's origin. Relying on these explanations can lead to a false sense of understanding and potentially reinforce incorrect assumptions about AI capabilities and limitations.