Deep Learning has limits. But its commercial impact has just begun.
There has been increased hand-wringing across the AI community in recent months about the limitations of deep learning.
It was a dominant theme a few months ago at NeurIPS, the world’s premier AI conference. In December, deep learning pioneer Yoshua Bengio and AI researcher Gary Marcus engaged in a high-profile televised debate about whether deep learning was the right path forward for AI. Many of the world’s top AI researchers have taken to Twitter recently to discuss deep learning’s shortcomings, sometimes heatedly.