This document discusses using genetic engineering to increase the efficiency of producing biofuels from lignocellulosic biomass and algae. Researchers have genetically modified bacteria and algae to more effectively break down plant cell walls and convert the materials into fuels like ethanol and diesel. One approach involves modifying lignin synthesis in plants to make cellulose more accessible for breakdown. Other work focuses on engineering cyanobacteria and E. coli to directly produce hydrocarbon fuels from carbon dioxide and sunlight. These genetic techniques aim to develop renewable fuels that can replace fossil fuels and address environmental issues.