This commentary focuses on the implications of practical reasoning research for the view of rationality in Stanovich & West's target article. Practical reasoning does not correlate with intelligence or other reasoning tasks. Explanation in decision making terms raises the issue of dilemmas, making it hard to specify the correct norm, when an action can satisfy or conflict with two equally justifiable goals.