Deep Learning's Diminishing Returns: The Cost of Improvement is Becoming Unsustainable

Deep learning is now being used to translate between languages, predict how proteins fold, analyze medical scans, and play games as complex as Go, to name just a few applications of a technique that is now becoming pervasive.