The lowest-hanging fruit for cutting are the programs in which the DOE is attempting to commercialize technologies to make them cost-competitive, including renewable energy sources, biofuels, batteries, clean coal technologies, nuclear reactors, advanced oil, and natural gas extraction techniques.