I don't think you should be optimizing for test scores though, you should be optimizing for "education", which is ill-defined and hard to measure. In the analog

I don't think you should be optimizing for test scores though, you should be optimizing for "education", which is ill-defined and hard to measure. In the analogy to A/B testing, you wish to maximise your profits, not the number of email addresses you collect.