Prof. David Krakauer, President of the Santa Fe Institute argues that we are fundamentally confusing knowledge with intelligence, especially when it comes to AI. He defines true intelligence as the ability to do more with less—to solve novel problems with limited information. This is contrasted with current AI models,

Jim has a wide-ranging talk with David Krakauer about the ideas in his forthcoming paper "The Structure of Complexity in Machine Learning Science" and how AI may alter the course of science. They discuss data-driven science vs theory-driven science, a bifurcation in science, the protein folding problem, brute force met

Complexity scientists have been able to make an impressive amount of progress despite the fact that there is not universal agreement about what "complexity" actually is. We know it when we see it, perhaps, but there are a number of aspects to the phenomenon, and different researchers will naturally focus on their favor

Episode Title and Show Notes: 106 - Michael Garfield & David Krakauer on Evolution, Information, and Jurassic Park Welcome to Complexity, the official podcast of the Santa Fe Institute. I'm Michael Garfield, producer of this show and host for the last 105 episodes. Since October, 2019, we have brought you with us for f

David Krakauer is the President of the Santa Fe Institute — an academic institution that conscientiously bucks the overly-siloed and ideological bents of most universities these days. Krakauer is an evolutionary biologist who studies “​​the evolution of intelligence and stupidity on Earth.” He joined us on the pod for

And now for something completely different!  Last October, The Santa Fe Institute held its third InterPlanetary Festival at SITE Santa Fe, celebrating the immensely long time horizon, deep scientific and philosophical questions, psychological challenges, and engineering problems involved in humankind’s Great Work to ex