I identify the central theses of True Enough and argue that Elgin's principal argument for her non-factive view of understanding fails. This argument emphasizes the cognitive contributions of science (and other disciplines) that occur via false claims. Careful reflection reveals that it is actually Elgin’s view that mishandles those contributions. Her non-factive view is also unable to accommodate other types of epistemic improvement, and makes a range of simple comparisons of understanding impossible.