The Development of Artificial Intelligence: From Domain Knowledge to Data-driven AI

My guest today is Rama Chellappa. Rama Chellappa is a professor at Johns Hopkins University. He's a chief scientist at the Johns Hopkins Institute for assured autonomy. Before that, Rama was an assistant Associate Professor and later became the director of the University of Southern California Signal and Image Processing Institute. Rama is also the author of the book "Can We Trust AI?"

This episode is all about artificial intelligence. Several recent stories about AI have shocked and worried me. We have deep fakes going viral on Tiktok. AI reaching human levels of gameplay at the game "Diplomacy", which is a language-based game of conquest and deception. Then you have the Generative Adversarial Networks or "GANs" creating images from a line of text that rival and often exceed the work done by human graphic designers. Rama and I discuss all of these topics as well as other topics like neural networks, the difference between narrow intelligence and general intelligence, the use of facial recognition software, the possibility of an AI engaging in racial discrimination, the future of work, the so-called alignment problem, and much more.

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