Pedro Domingos: The Cyclical Nature of AI & His Book "2040: A Silicon Valley Satire" | SVIC Podcast #38

Pedro Domingo is a renowned AI researcher, tech industry insider, and Professor Emeritus of Computer Science and Engineering at the University of Washington. He is the author of the best-selling book The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World, which has been translated into over ten languages and has sold over 300,000 copies. His latest book "2040: A Silicon Valley Satire" (https://amzn.to/4dnmXGE) set in the year 2040, and the candidates are PresiBot, an AI CEO fine-tuned for politics, and a fake Native American chief hellbent on abolishing the United States.

Chapters

00:00 Introduction and Book Discussion

03:20 The Explosion of AI Research and Lack of Variety

08:18 Unifying AI Paradigms to Solve the Whole AI Problem

13:45 The Overoptimism Surrounding AI and AGI

20:58 AI in Politics: The Challenges and Absurdities

22:38 The Importance of Embodiment in AI

25:45 Automation: White-Collar vs Blue-Collar Jobs

26:56 Embodiment in AI

29:29 The Importance of Interaction

31:32 Learning by Doing

40:13 Unifying Deep Learning and Symbolic Logic

46:32 The Challenges of Publishing Research

50:14 The Evolution of Paradigms in Machine Learning

54:00 The Future of AI

55:23 The Impoverished Discourse Around AI Ethics

56:55 The Need for Adaptation in Ethical Systems

59:39 Outdated AI Legislation and Mistaken Fears

01:04:23 The Importance of Tech Companies in Europe

01:09:53 Diversity in the AI Ecosystem

01:12:14 Potential Future Conflicts: China vs. Africa

01:13:32 New Chapter