Renewable energy decreases reliance on fossil fuels, not the reverse. The other choices represent benefits of renewable energy: reduced greenhouse gas emissions, long-term cost savings, and sustainable resources. Thus, "Dependence on Fossil Fuels" is the correct answer because it is a disadvantage, not an advantage.