Hidden Layers: AI and the People Behind It
Hidden Layers: AI and the People Behind It
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Evolving Minds: Dr. Risto Miikkulainen on Creativity, Evolution, and the Next Wave of AI | EP.40

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00:37:15
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ABOUT THIS EPISODE

In this episode of Hidden Layers, Ron Green sits down with Dr. Risto Miikkulainen — Vice President of AI Research at Cognizant Advanced AI Labs and Professor of Computer Science at UT Austin — to explore the fascinating world of evolutionary computation. They dive deep into the differences between supervised learning, reinforcement learning, and evolutionary techniques, and why evolutionary approaches offer unique advantages for creativity, scalability, and innovation in AI.

Dr. Miikkulainen shares real-world examples of unexpected discoveries, from cyber agriculture breakthroughs to designing new AI architectures. They also discuss the future of multi-agent systems, surrogate modeling, and how evolutionary computation could help us better understand the emergence of intelligence and language. Plus, Dr. Miikkulainen previews his upcoming book Neural Evolution: Harnessing Creativity in AI Model Design.

Technology
English
United States
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IN THIS EPISODE

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SHOW NOTES 🔗

00:00:00Introduction and Risto’s Early AI Inspiration
00:02:00Neural Networks: The 80s-90s Boom and Challenges
00:06:00Supervised, Reinforcement, and Evolutionary Learning
00:11:00Why Evolutionary Methods Matter for Creativity
00:17:00Escaping Local Optima and Exploring Big Search Spaces
00:22:00Real-World Wins: Basil Farming and Surprising Designs
00:27:00Neural Architecture Search and Future Applications
00:32:00Evolution, Language Emergence, and Intelligence
00:36:00Final Thoughts and Risto’s New Book

TRANSCRIPT 🔗

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