The True (Energy) Cost of Artificial Intelligence

Context: Deep Learning’s Diminishing Returns Rolf Landauer coined the phrase that information is physical. The consequences being that all computation and sophisticated or automated statistical analysis at scale has similar costs, at scale. Diminishing returns is a function of the second law of thermodynamics. The article’s observation that “new approaches” are required is accurate. Are […]