Don't let AIs rewrite your tests if once you agreed with them
Once you agreed to a set of tests: either written by you or written by AIs but guided by you, don't let the AIs to refactor/change the tests while they are trying to implement a feature.
If your tests are there as specifications, then the implementation should be constrained by them. Therefore, they should not be changed unless you direct them to do so.