Poultry producers are always seeking a more efficient chicken that will grow faster using fewer resources. But what are the consequences on the birds themselves? Scientists Tallentire et al. find that the improved efficiency of modern breeds is the result of increased growth rate, particularly of breast meat. They discuss the effects of artificial selection on traits such as metabolic activity. As industrial feed production has a huge environmental impact, is this progress in chicken genetics good news for global food sustainability?