Nathan Labenz discusses the rapid advancement of AI in medicine, highlighting how AI systems now outperform humans in various tasks and are closing in on expert performance levels. The evolution from GPT-2 to GPT-4 showcases the remarkable progress made in just five years, with AI models approaching human expertise in cognitive abilities.