It sounds like you're optimizing for a system of self-deception. If you never check how the data is collated, but rather whether the collation appears consistent, you will eventually be left only with data that has the appearance of consistency, regardless of how correct it is.
Yeah, I got it. That's what consistency means. But appearing consistent isn't the same as being correct. You can't check the latter without an exhaustive check on the data, but doing that kind of defeats the purpose of off-loading the query to an AI.