Verification is going to be an increasing problem with AI. Most of the work will be in verifying the incredible guesses that AI make. In some cases, it'll be important to easily ferret out the false positive, and in others, it'll be critical to ensure there are no false negatives. In science especially, our focus and reward structure will need to be on proper and sound verification.