Yeah, but I can't explain explain that without analysis not appropriate for a less wrong post. I remember that the probability class I took in undergrad dodged the measure theory questions by defining probabilities on open sets, which actually works for most reasonable questions. I think such a simplification is appropriate, but I should have had a disclaimer.