Not enough is understood about the replication crisis in the social sciences. Or indeed in the hard sciences. I do wonder whether this is something that AI will rectify.
The same way it would correct typos in a text. It's just a tool, you tell it to find inconsistencies, see what results that yields, and optimize it for verification of claims.