How easy is it to get off our fossil fuel habit? Can European countries live on their own renewables? What do the fundamental limits of physics say? How does our current energy consumption compare with our sustainable energy options? This talk will offer a straight-talking assessment of the numbers; will discuss how to make energy plans that add up; and will hunt for connections between machine learning, climate change, and sustainable energy.