When I first learned about Jevons Paradox, I thought of what a colleague once told me: "I believe that low-power neuromorphic chips is one way computational neuroscience can help use less fossil fuels by reducing the power consumption of AI". Because of the paradox, I now believe that the effect would rather be to make small AI devices more widespread instead, with no impact on total power consumption.