This point is covered quite well by Derek Parfit in his seminal book Reasons and Persons, Chapter 1, Part 17. In my view the entire chapter is excellent and worth reading, but here is an excerpt from Part 17:
Consider, for example, theft. On some versions of C [Consequentialism], it is intrinsically bad if property is stolen. On other versions of C [such as hedonistic utilitarianism], this is not so. On these versions, theft is bad only when it makes the outcome worse. Avoiding theft is not part of our ultimate moral aim. But it might be true that it would make the outcome better if we were strongly disposed not to steal. And it might make the outcome better if we believed stealing to be intrinsically wrong, and would feel remorse when we do steal. Similar claims might be made about many other kinds of act.
This paragraph, I think, is especially relevant for EA:
This suggests that the most that could be true is that C is partly self-effacing. It might be better if most people caused themselves to believe some other theory, by some process of self-deception that, to succeed, must also be forgotten. But, as a precaution, a few people should continue to believe C, and should keep convincing evidence about this self-deception. These people need not live in Government House, or have any other special status. If things went well, the few would do nothing. But if the moral theory believed by most did become disastrous, the few could then produce their evidence. When most people learnt that their moral beliefs were the result of self-deception, this would undermine these beliefs, and prevent the disaster.
This point is covered quite well by Derek Parfit in his seminal book Reasons and Persons, Chapter 1, Part 17. In my view the entire chapter is excellent and worth reading, but here is an excerpt from Part 17:
This paragraph, I think, is especially relevant for EA:
Edit: I also recommend the related When Utilitarians Should Be Virtue Theorists.
Yep, this is one of several reasons why I think that Part I is perhaps the best and certainly the most underrated part of the book. :)
This is good to know—thank you for making this connection!