If you don't prefer 10% chance of 101 utilons to 100% chance of 10, then you can rescale your utility function (in a non-affine manner). I bet you're thinking of 101 as "barely more than 10 times as much" of something that faces diminishing returns. Such diminishing returns should already be accounted for in your utility function.
I bet you're thinking of 101 as "barely more than 10 times as much" of something that faces diminishing returns.
No. I've explained this in several of the other comments. That's why I used the term "utility function", to indicate that diminishing returns are already taken into account.
I said this in a comment on Real-life entropic weirdness, but it's getting off-topic there, so I'm posting it here.
My original writeup was confusing, because I used some non-standard terminology, and because I wasn't familiar with the crucial theorem. We cleared up the terminological confusion (thanks esp. to conchis and Vladimir Nesov), but the question remains. I rewrote the title yet again, and have here a restatement that I hope is clearer.
Some problems with average utilitarianism from the Stanford Encyclopedia of Philosophy:
(If you assign different weights to the utilities of different people, we could probably get the same result by considering a person with weight W to be equivalent to W copies of a person with weight 1.)