Risto Miikkulainen: How Evolution Makes AI Creative

What can evolution teach us about building artificial intelligence? Professor Risto Miikkulainen explains how neuroevolution can discover strategies, neural networks and intelligent behaviours that human designers may never consider. Risto describes how computational simulations could test theories about convergent evolution, language, cooperation and the rapid expansion of the human brain. We discuss intelligence as active engagement with an environment, why curiosity may have helped humans spread across the planet, and how evolutionary algorithms balance competing goals through fitness functions. The same creativity can also exploit loopholes. Risto explains how an evolved tic-tac-toe agent won by crashing its opponents, why simulations and careful testing matter before deployment, and how intelligent agents might develop opponent models, deception, emotions and values. We also explore AI companions, sensory augmentation, misinformation and the danger of attributing too much intelligence or agency to current systems. The conversation closes with the first AI-native generation. Risto argues that young researchers need critical thinking, ethics, philosophy, statistics and computational thinking to decide which systems are worth building and how their goals should be defined. Chapters: 00:00 Replaying evolution 03:16 Convergent evolution 04:26 Simulating the origins of language 08:46 What is intelligence? 13:34 Curiosity and exploration 16:38 Designing fitness functions 19:07 When evolution discovers surprises 21:32 Memory bombs and loopholes 25:36 Theory of mind and deception 31:22 Do intelligent systems need emotions? 36:55 AI, consciousness and human agency 43:47 Can AI expand human understanding? 46:49 Brain implants and sensory augmentation 52:28 Values, ethics and social goals 56:50 Why young people will shape the future 1:01:22 Neuroevolution and LLMs 1:05:50 The Neuroevolution book 1:08:06 Where the field goes next 1:11:29 Hollywood myths and AI companions 1:19:58 Treating AI as a fallible expert 1:20:58 Advice for Gen Z and Gen Alpha Connect with Risto Miikkulainen: Website: https://www.cs.utexas.edu/~risto/ Neural Networks Research Group: https://nn.cs.utexas.edu/ Neuroevolution book and course materials: https://neuroevolutionbook.com/ Podcast Info: Spotify: https://open.spotify.com/show/1ILhje5HSua1FEOlTyFAhG Apple Podcasts: https://podcasts.apple.com/ca/podcast/ayush-prakash-podcast/id1557703631 Connect: Website: https://ayushprakash.com LinkedIn: https://www.linkedin.com/in/prakash-ayush/ Instagram: https://instagram.com/ayushprakashofficial Books: AI for Gen Z: https://www.amazon.com/dp/0981182135