> If you as a reviewer spots things after the implementation rather in the discussion beforehand, that ends up being on both of you, instead of just the implementer who tried to move along to finish the thing

This is accurate, but it's still an important check in the communication loop. It's not all that uncommon for two engineers to discuss a problem, and leave the discussion with completely different mental models of the solution.