A study in rats shows that exposure to a high-fat diet during pregnancy produces permanent changes in the offspring’s brain that lead to overeating and obesity early in life. This surprising finding provides a key step toward understanding mechanisms of fetal programming involving the production of new brain cells that may help explain the increased prevalence of childhood obesity during the last 30 years.