So there are two things here to help us deal with this kind of mismatch. One is that the training objective for the Scientist AI is basically about coming up with explanations — so assigning probabilities to statements that are latent, that we don't observe, that are good at explaining the data we do observe.
这一观点指出了科学家AI的训练目标是通过解释来处理数据不匹配问题,为未知陈述分配概率,这是实现诚实预测的核心机制。