The value of AI acceleration is not in improving delivery speed, but in quickly closing the build-feedback-learn loop—that is the most valuable thing of all, and people should not get it wrong. Being able to get onto the right track quickly and avoid wasting time on mistakes matters more than anything else. Improving efficiency is only a small part of it.