> can you deterministically test the thing you are asking it to do?

Of course: have it write tests first; and run them to check its work.

Works well for refactoring, but greenfield implementations still rely on a spec that is guaranteed to be incomplete, overcomplete and wrong in many ways.

You can't ask something to check its own work without external reward/penalty. It'll cheat.