2 min read

The Smoking Lesion Doesn't Really Distinguish EDT from CDT

Context:
Causal Decision Theory (CDT) = Choose the action that cause the best expected outcome
Evidential Decision Theory (EDT) = Choose the action that is the best evidence of best expected outcome

In Does Dissolving Newcomb's Problem Matter I wrote a bit about decision theory. Specifically I mentioned the smoking lesion case as one where evidential decision theory fails because it gives the wrong answer. On reflection, I'm not sure that's correct and I should probably start using a different example when trying to show the flaws of EDT.

Why does the smoking lesion case not really work? The case is set up roughly like this

  • there's a specific genetic lesion someone can have
  • there's no way for a person to test if they have the lesion
  • that lesion causes them to enjoy smoking
  • the lesion also causes cancer
  • the act of smoking itself is otherwise not linked to cancer

The correct action for an agent here is to smoke if they have the lesion. Doing so won't change their cancer risk. It will give them some pleasure. Hence it's net positive. CDT suggests the correct action. Smoking gives you pleasure. Smoking does not cause an increase in cancer risk because you either already have the lesion or not. Hence you should smoke. I was taught that EDT gives the incorrect answer, that smoking is correlated with cancer and so you shouldn't do it regardless of the causal chain. This actually doesn't feel right. The thing is it's not the act of smoking that correlates with cancer. It's the fact that you enjoy smoking. Hence the correlation is already there regardless of whether or not you choose to smoke. It's the fact that you would enjoy smoking that correlates. Hence EDT probably also correctly recommends you smoke. It turns out this is called the Tickle Defense of EDT. I don't think I buy the whole thing, especially not for other cases like Newcombs (Omega is predicting your action, not your inclination), but it dpes seem to work here.

This could be different if you tweak the setup a bit. If you can't perfectly introspect, then smoking does give you evidence and the example works again but that seems a bit inelegant. Still works, but probably not the example I want to use when introducing the concept to people. I think in the future I'll stick with different examples. For showing the flaws in CDT I typically use "playing a prisoners dilemma against a copy of yourself, but the copy already made their decision" or Newcomb's Problem. For EDT I'll need to find something else. Ideally something that both doesn't rely on prediction of the agent's action and in doing so trigger various free-will questions and doesn't smuggle in self-knowledge assumptions.