Hydrogen production via proton exchange membrane water electrolysis is limited by the high cost and scarcity of iridium catalysts. By doping lanthanum into cobalt oxide, the authors anchor iridium atoms within the oxide lattice, boosting oxygen evolution activity and stability and reducing iridium loading.