Mild cognitive impairment is widely viewed as an early stage of dementia but, as a new study highlights, some people never progress, and might even revert to normal cognition. Poor predictive validity of prodromal conditions has clear implications for the principle of 'do no harm', as overtreatment becomes a possibility.