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Are There Problems Beyond the Reach of AI | World Science Festival

World Science Festival

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Are There Problems Beyond the Reach of AI | World Science Festival

45 354 просмотра · 8 ч назад
World Science Festival
1,42 млн подписчиков
45 354 просмотра · 8 ч назад
Has artificial intelligence already surpassed human mathematicians? And if it has, what is left for humans to do? Scott Aaronson, director of the Quantum Information Center at the University of Texas at Austin, joins Brian Greene to examine what happens to mathematics now that AI systems are solving problems that stumped humans for decades if not longer. Aaronson, who spent two years at OpenAI working on alignment, explains how anyone who still thinks AI hasn’t unseated human mathematicians as the most powerful theorem prover on earth is delusional. He and Brian consider what creativity means when a machine finds connections no specialist would have made, why Aaronson argues that humans are needed more urgently now than at almost any point in the past, and where responsibility for these systems should sit. The conversation closes on consciousness and the question of whether human intelligence is still special. This program is part of the Rethinking Reality series, supported by the John Templeton Foundation. Participant: Scott Aaronson Moderator: Brian Greene ABOUT WORLD SCIENCE FESTIVAL: The World Science Festival (WSF) is a multimedia organization bringing the most transformative ideas in science to global audiences. Through long- and short-form videos spanning physics, cosmology, quantum mechanics, biology, neuroscience, consciousness, medicine, space exploration, the dilemma of free will, artificial intelligence, engineering, robotics, and beyond. WSF gathers world-renowned scientists, artists, and thinkers for dynamic discussions, debates, lectures, performances, films, and immersive live experiences. Founded in 2008 and headquartered in New York City, the World Science Festival is a production of the World Science Foundation, a 501(c)(3) nonprofit organization. Our mission is to cultivate a public informed by science, inspired by its wonder, convinced of its value, and prepared to engage with its implications for the future. With live events reaching millions worldwide and hundreds of millions of digital views, WSF continues to expand its global impact through festivals, educational initiatives like World Science U, and digital content that explores the near and far future of our world. FOLLOW WORLD SCIENCE FESTIVAL: Website: https://worldsciencefestival.com/ Instagram:   / worldscifest   TikTok:   / worldscifest   X(Twitter):   / worldscifest   Facebook:   / worldsciencefestival   LinkedIn:   / world-science-festival   CHAPTERS: 00:00 Brian Greene and Scott Aaronson 04:17 The First Moment That Caught Aaronson's Attention: GPT-3 and Scale 05:14 The Erdős Unit Distance Problem 09:05 Why AI Never Gets Tired or Discouraged 11:43 The Mathocalypse 12:11 What Is Lean and Why Does a Lean Certificate Matter? 14:03 The Unique Games Proof 17:58 AI Creativity 19:44 The Teleportation Machine Analogy 21:00 Can Humans Contribute What AI Cannot? 24:43 Humans Are Needed at the Steering Wheel as Long as AI Is Not Reliably Aligned 29:14 Borges' Library of Babel and the Role of Human Judgment 31:03 Is This a Golden Age of Mathematics? 33:17 The Unitary Synthesis Problem 35:53 Implications for the Black Hole Information Problem and Quantum Gravity 38:27 The Archaeology Analogy 41:18 The Future of Graduate Education 54:11 Aaronson’s Time with OpenAI 55:48 Formalizing What It Means for AI to Be Safe 1:02:27 What Stronger Regulation Would Actually Look Like 1:04:41 The Hugging Face Incident 1:09:17 The One Quality Humans Might Still Hold On To 1:15:25 Pain Vectors 1:21:04 Closing Thoughts Are There Problems Beyond the Reach of AI | World Science Festival    / @worldsciencefestival