This Is What Is Limiting The Progress Of Deep Learning

Early artificial intelligence systems were rule-based. These systems applied logic and expert knowledge that has been gathered over time to derive results. With new research, scientists were able to incorporate learnings to set their adjustable parameters, but these were limited in number. This has changed much with the advent of deep learning models. Deep learning models are over-parameterised.