Situations exist where multiple standard setting exercises should produce convergent outcomes. Standard setting theory needs to account for these situations involving objective criteria, seeing them as expert informed but data constrained exercises subject to validation and falsification, leading to better supported validity arguments. Examples from empirical studies illustrated approaches for validating cut scores.