Deep learning doesn't need to consume more energy. We are doing enough of that as it is. Instead, we need to start moving toward more efficient and specialized

Deep learning doesn't need to consume more energy. We are doing enough of that as it is. Instead, we need to start moving toward more efficient and specialized implementations of statistical models. SciML is a great example of how we can move past the age of amorphous black boxes and into more efficient representations of the same problems.