# Michael Timothy Bennett: Defining Intelligence and AGI Approaches Page: https://stenobird.com/podcast/machine-learning-street-talk/michael-timothy-bennett-defining-intelligence-and-agi-approaches Text version: https://stenobird.com/podcast/machine-learning-street-talk/michael-timothy-bennett-defining-intelligence-and-agi-approaches.md Podcast: [Machine Learning Street Talk (MLST)](https://stenobird.com/podcast/machine-learning-street-talk) Published: 2025-08-28T14:06:57+00:00 Episode link: https://podcasters.spotify.com/pod/show/machinelearningstreettalk/episodes/Michael-Timothy-Bennett-Defining-Intelligence-and-AGI-Approaches-e37eb0n Audio file: https://traffic.megaphone.fm/APO5055207512.mp3 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/machine-learning-street-talk/episodes/michael-timothy-bennett-defining-intelligence-and-agi-approaches Duration seconds: 3944 ## Resource Dr. Michael Timothy Bennett is a computer scientist who's deeply interested in understanding artificial intelligence, consciousness, and what it means to be alive. He's known for his provocative paper "What the F*** is Artificial Intelligence" which challenges conventional thinking about AI and intelligence.**SPONSOR MESSAGES***Prolific: Quality data. From real people. For faster breakthroughs.https://prolific.com/mlst?utm_campaign=98404559-MLST&utm_source=youtube&utm_medium=podcast&utm_content=mb***Michael takes us on a journey through some of the biggest questions in AI and consciousness. He starts by exploring what intelligence actually is - settling on the idea that it's about "adaptation with limited resources" (a definition from researcher Pei Wang that he particularly likes).The discussion ranges from technical AI concepts to philosophical questions about consciousness, with Michael offering fresh perspectives that challenge Silicon Valley's "just scale it up" approach to AI. He argues that true intelligence isn't just about having more parameters or data - it's about being able to adapt efficiently, like biological systems do.TOC:1. Introduction & Paper Overview [00:01:34]2. Definitions of Intelligence [00:02:54]3. Formal Models (AIXI, Active Inference) [00:07:06]4. Causality, Abstraction & Embodiment [00:10:45]5. Computational Dualism & Mortal Computation [00:25:51]6. Modern AI, AGI Progress & Benchmarks [00:31:30]7. Hybrid AI Approaches [00:35:00]8. Consciousness & The Hard Problem [00:39:35]9. The Diverse Intelligences Summer Institute (DISI) [00:53:20]10. Living Systems & Self-Organization [00:54:17]11. Closing Thoughts [01:04:24]Michaels socials:https://michaeltimothybennett.com/https://x.co… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/machine-learning-street-talk/episodes/michael-timothy-bennett-defining-intelligence-and-agi-approaches/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/machine-learning-street-talk/michael-timothy-bennett-defining-intelligence-and-agi-approaches.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.