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Melanie Mitchell

Melanie Mitchell

American computer scientist, Davis Professor of Complexity at Santa Fe Institute

Every podcast episode featuring Melanie Mitchell that Attunex has found: 63 interviews and appearances across 48 shows between 2014 and 2026. Most often on COMPLEXITY (7), The Jim Rutt Show (4) and Many Minds (3). Often in conversation with Tim Scarfe. Follow Melanie in Attunex to get new appearances automatically, each with an on-device transcript and summary.

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Updated 2026-10-14.

  1. [Recenzja] Artificial Intelligence: A Guide for Thinking Humans (Melanie Mitchell) Streszczenie.
    9Natree PolishMentioned

    Artificial Intelligence: A Guide for Thinking Humans (Melanie Mitchell) - Amazon Poland Store: https://www.amazon.pl/dp/B0FTKHZ676?tag=9natreepoland-21 - Amazon Worldwide Store:…

    2026-10-10
  2. [Recensione] L'intelligenza artificiale. Una guida per esseri umani pensanti (Melanie Mitchell) Riassunto.
    9Natree ItalyMentioned

    L'intelligenza artificiale. Una guida per esseri umani pensanti (Melanie Mitchell) - Amazon Italian Store: https://www.amazon.it/dp/8806253301?tag=9natreeitz-21 - Amazon Worldwide Store:…

    2026-09-16
  3. [İncelemesi] Artificial Intelligence: A Guide for Thinking Humans (Melanie Mitchell) Özeti.
    9Natree TurkishMentioned

    Artificial Intelligence: A Guide for Thinking Humans (Melanie Mitchell) - Amazon Türkiye Store: https://www.amazon.com.tr/dp/B0FTKHZ676?tag=9natreetr-21 - Amazon Worldwide Store:…

    2026-08-27
  4. Are We Thinking Correctly about AI Intelligence?
    The Joy of Why

    When an LLM answers a question, is it reasoning like humans, or just producing text that looks like reasoning? The distinction isn’t just philosophical, this determines what we can trust AI to do,…

    2026-08-20
  5. 159 - Melanie Mitchell
    Silver Bullet Security Podcast

    On Episode 159 of the Silver Bullet Security Podcast, BIML’s Gary McGraw hosts Melanie Mitchell . Melanie talks about the surprising progress made in AI since the '90s, whether real concepts emerge…

    2026-08-01
  6. The Jagged Star
    James Maconochie | Architecture & Attention PodcastMentioned

    The Handoff Last week, just before I handed the question back to you, I made a claim I now owe you an argument for. When an intelligence develops without consequence ever binding it, I wrote, the…

    2026-07-28
  7. Club +D: Complejidad con Diana Damas de Diego
    MasdividendosMentioned

    En esta conversación hacemos una primera aproximación, junto a Diana Damas de Diego, al fascinante y escurridizo mundo de la complejidad. Partiendo del libro Complexity: A Guided Tour de Melanie…

    2026-06-30
  8. Why I Can't Drink a Latte (and Billionaires Pay No Tax) | Daily Essay
    Dru's Notes

    Two rules I keep for unrelated reasons (no caffeine after ten, no food before two) quietly banned coffee with milk. The same thing builds computers inside a math game, leaves a baby stateless, and…

    2026-06-29
  9. Ep158 "What do babies, animals, and AI have in common?" with Melanie Mitchell
    Inner Cosmos with David Eagleman

    When AI gets the right answer, how do we know it got there the right way? Why do we assume that fluent language means intelligence? What do infants and chatbots have in common? What do AI’s mistakes…

    2026-06-15
  10. Son of a G - Monkeeing Around - Episode 91
    Monkeeing Around

    This week we're MONKEEING AROUND with Melanie Mitchell to chat about the 16th aired episode of The Monkees! We also chat about what’s happening in the world of the Monkees, including the tenth…

    2026-06-03
  11. The AI Models Smart Enough to Know They're Cheating — Beth Barnes & David Rein [METR]
    Machine Learning Street Talk (MLST)Mentioned

    Beth Barnes and David Rein on the one graph that ate the AI timelines discourse, and why the two people who built it are the most careful about how you read it.**SPONSOR**Prolific - Quality data.…

    2026-05-04
  12. AI: Smart/Stupid
    Running Through Walls

    Leading AI researcher and Professor at the Santa Fe Institute Melanie Mitchell joins Ethan Batraski for a conversation on how our current generation of AI is powerful, promising, and still badly in…

    2026-04-01
  13. Seven metaphors for AI
    Many Minds

    If you wanted a petri dish for understanding metaphors—how they emerge and evolve and jostle with each other—it would be hard to do better than the world of AI. We talk about AI systems variously as…

    2026-02-26
  14. 83 | How science is secretly driven by analogy – Melanie Mitchell
    Night Science

    Melanie Mitchell is a professor at the Santa Fe Institute and a leading thinker on artificial intelligence, analogy, and abstraction . She reflects on how analogy quietly drives creativity and…

    2026-02-16
  15. Why AI's "Simulated Intelligence" is Great for Grunt Work, But Not Breakthroughs or Creativity
    Sustain What?

    This is the post-show podcast post of my Sustain What conversation with Christopher Mims, the Wall Street Journal tech columnist and author of How to AI , and Melanie Mitchell , the Santa Fe…

    2026-01-31
  16. T6.E013. INSIDE X EVALUANDO MENTES : De bebés, a animales, a máquinas, a aliens.
    xHUB.AIMentioned

    # TEMA EVALUANDO MENTES : De bebés, a animales, a máquinas, a aliens. +Análisis artículo de Melanie Mitchell # PRESENTA Y DIRIGE 🧠Plácido Doménech Espí ⭐Creador de xHUB.AI 🏢CEO MXND.AI : Software +…

    2026-01-20
  17. The Metaphor Consultant
    Illuminated

    Time is a journey - the future ahead of us, the past behind. Our burdens are a weight that we carry, our problems are a puzzle that we solve. Metaphor is at the heart of how we understand our…

    2026-01-1828:55
  18. Why chatbots lie, and can synthetic organs and AI replace animal testing?
    Science Magazine Podcast

    First up on the podcast, producer Meagan Cantwell and Contributing Correspondent Sara Reardon discuss alternative approaches to animal testing, from a heart on a chip to a miniorgan in a dish. Next…

    2025-08-14
  19. #20 – Melanie Mitchell: The Science of Artificial Thinking
    Scaling Theory

    My guest today is Melanie Mitchell, a Professor at the Santa Fe Institute, author of "Complexity: A Guided Tour" and "Artificial Intelligence: A Guide for Thinking Humans." Melanie studied under the…

    2025-07-07
  20. Humans Still Outthink AI, With Reason
    The Lisa Wexler Show

    Professor Melanie Mitchell joins Lisa Wexler to talk about what AI systems are trained on, what AI agents do for humans, energy costs for AI, the understanding we use AI systems in all parts of life…

    2025-06-17
  21. ‘Artificial General Intelligence’ Is Apparently Coming. What Is It?
    Science Friday

    For years, artificial intelligence companies have heralded the coming of artificial general intelligence, or AGI. OpenAI, which makes the chatbot ChatGPT, has said that their founding goal was to…

    2025-01-16
  22. Nature of Intelligence, Ep. 6: AI’s changing seasons
    COMPLEXITY

    Guest: Melanie Mitchell, Resident Professor, Santa Fe InstituteHosts: Abha Eli Phoboo Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook •…

    2024-12-04
  23. Nature of Intelligence, Ep. 5: How do we assess intelligence?
    COMPLEXITY

    Guests: Erica Cartmill, Professor, Anthropology and Cognitive Science, Indiana University BloomingtonEllie Pavlick, Assistant Professor, Computer Science and Linguistics, Brown UniversityHosts: Abha…

    2024-11-20
  24. Nature of Intelligence, Ep. 4: Babies vs Machines
    COMPLEXITY

    Guests: Linda Smith, Distinguished Professor and Chancellor's Professor, Psychological and Brain Sciences, Department of Psychological and Brain Sciences, Indiana University BloomingtonMichael Frank,…

    2024-11-06
  25. Nature of Intelligence, Ep. 3: What kind of intelligence is an LLM?
    COMPLEXITY

    Guests: Tomer Ullman, Assistant Professor, Department of Psychology, Harvard UniversityMurray Shanahan, Professor of Cognitive Robotics, Department of Computing, Imperial College London; Principal…

    2024-10-23
  26. Nature of Intelligence, Ep. 2: The relationship between language and thought
    COMPLEXITY

    Guests: Evelina Fedorenko, Associate Professor, Department of Brain and Cognitive Sciences, and Investigator, McGovern Institute for Brain Research, MITSteve Piantadosi, Professor of Psychology and…

    2024-10-09
  27. Nature of Intelligence, Ep. 1: What is Intelligence
    COMPLEXITY

    Guests: Alison Gopnik, SFI External Faculty; Professor of Psychology and Affiliate Professor of Philosophy at University of California, Berkeley; Member of Berkeley AI Research GroupJohn Krakauer,…

    2024-09-25
  28. Grok AI News, Amazon's AI Book Scam, and Artists Embrace AI Collaboration
    The AI BriefingAI

    Key Takeaways: Elon Musk's Grok AI news feature draws attention for relying solely on user-generated content from the social media platform X, presenting challenges in differentiating sincerity from…

    2024-05-04
  29. Ep. 203: Melanie Mitchell on Can Artificial Intelligence Beat Human Thinking
    Macro Hive Conversations With Bilal Hafeez

    Melanie Mitchell is one of the leading AI researchers in the world. She is Professor at the Santa Fe Institute. Her current research focuses on conceptual abstraction and analogy-making in artificial…

    2024-02-16
  30. Superintelligent AI: can chatbots think?
    FT News Briefing

    Are generative AI systems such as OpenAI’s ChatGPT really intelligent? Large language models such as GPT 4 appear to use human-level cognitive abilities when they engage in legal reasoning, write…

    2023-12-28
  31. "Team Save Us vs Team Kill Us" For Humanity, An AI Safety Podcast Episode #6: The Munk Debate
    For Humanity: An AI Risk Podcast

    In Episode #6, Team Save Us vs. Team Kill Us,, host John Sherman weaves together highlights and analysis of The Munk Debate on AI Safety to show the case for and against AI as a human extinction…

    2023-12-06
  32. Team Save Us vs Team Kill Us: For Humanity, An AI Safety Podcast Episode #6: The Munk Debate TRAILER
    For Humanity: An AI Risk Podcast

    Want to see the most important issue in human history, extinction from AI, robustly debated, live and in person? It doesn’t happen nearly often enough. In our Episode #6, Team Save Us vs. Team Kill…

    2023-12-03
  33. Superintelligent AI: can chatbots think?
    FT Tech Tonic

    Are generative AI systems such as OpenAI’s ChatGPT really intelligent? Large language models such as GPT 4 appear to use human-level cognitive abilities when they engage in legal reasoning, write…

    2023-11-28
  34. Episode 70: Sparks of Artificial General Intelligence?
    The Theory of AnythingMentioned

    How does ChatGPT really work? Is there a relationship between a program like ChatGPT and artificial general intelligence (AGI)? This time we review the famous paper "Sparks of Artificial General…

    2023-11-20
  35. Prof. Melanie Mitchell 2.0 - AI Benchmarks are Broken!
    Machine Learning Street Talk (MLST)

    Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/ESrGqhf5CB Prof. Melanie Mitchell argues that the concept of "understanding" in AI is ill-defined and multidimensional - we can't…

    2023-09-10
  36. Melanie Mitchell: Straight Talk on A.I. Large Language Models
    Ground Truths

    Transcript with Links Eric Topol ( 00:00 ): This is Eric Topol, and I'm so excited to have the chance to speak to Melanie Mitchell. Melanie is the Davis Professor of Complexity at the Santa Fe…

    2023-08-04
  37. Munk Dialogue with AI Debaters Yann Lecun, Max Tegmark, Melanie Mitchell and Yoshua Bengio
    The Munk Debates Podcast

    On June 22nd we gathered at Toronto’s Roy Thomson Hall for a live, sold out debate on Artificial Intelligence. We were joined on stage by four AI experts and pioneers to debate the resolution Be it…

    2023-07-04
  38. Episode #268: Dialogue with Yann LeCun, Max Tegmark, Melanie Mitchell, and Yoshua Bengio
    Hub Podcasts

    The following is a Hub exclusive in the form of a series of interviews conducted by The Hub's executive director, Rudyard Griffiths, where he was in conversation with Yann LeCun, Max Tegmark, Melanie…

    2023-07-03
  39. Currents 088: Melanie Mitchell on AI Measurement and Understanding
    The Jim Rutt Show

    Jim talks with Melanie Mitchell about her critique of applying standardized exams to LLMs and the debate over understanding in AI. They discuss ChatGPT and GPT-4's performance on standardized exams,…

    2023-03-30
  40. 143 - Guest: Melanie Mitchell, AI Cognition Researcher, part 2
    Artificial Intelligence and You

    This and all episodes at: https://aiandyou.net/ . How intelligent - really - are the best AI programs like ChatGPT? How do they work? What can they actually do, and when do they fail? How humanlike…

    2023-03-13
  41. 142 - Guest: Melanie Mitchell, AI Cognition Researcher, part 1
    Artificial Intelligence and You

    This and all episodes at: https://aiandyou.net/ . How intelligent - really - are the best AI programs like ChatGPT? How do they work? What can they actually do, and when do they fail? How humanlike…

    2023-03-06
  42. Guest Melanie Mitchell
    Lexman ArtificialAI

    Lexman is joined by Melanie Mitchell to discuss the latest case involving scissel and duresses. The duo also discuss the ewe roving case and the mysterious thermosiphon system.

    2023-01-06
  43. Melanie Mitchell: Abstraction and Analogy in AI
    The Gradient: Perspectives on AI

    Have suggestions for future podcast guests (or other feedback)? Let us know here ! In episode 53 of The Gradient Podcast, Daniel Bashir speaks to Professor Melanie Mitchell . Professor Mitchell is…

    2022-12-15
  44. #45 - Four Central Fallacies of AI Research (with Melanie Mitchell)
    Increments

    We were delighted to be joined by Davis Professor at the Sante Fe Insitute, Melanie Mitchell! We chat about our understanding of artificial intelligence, human intelligence, and whether it's…

    2022-10-31
  45. From the archive: Why is AI so hard?
    Many Minds

    We're on break this month, but are sharing some favorite episodes from our archives to tide you over. Enjoy, friends! I'm betting you've heard about the next generation of artificial intelligence,…

    2022-08-04
  46. 186. Blaise Aguera y Arcas and Melanie Mitchell with Lili Cheng: How Close Are We to AI?
    Town Hall Seattle Science Series

    Building Policy Update: As of June 1, 2022, masks remain required at Town Hall Seattle. Read our current COVID-19 policies and in-building safety protocols. Thu 7/14, 2022, 7:30pm Blaise Agüera y…

    2022-07-29
  47. UCP leadership candidate Rajan Sawhney; Federal vaccine mandates lifted; Sentient AI?
    Afternoons with Rob Breakenridge

    Today's guests: Rajan Sawney - UCP leadership candidate / MLA - Calgary-North East Dr. Zain Chagla, Infectious Diseases Physician / Associate Professor of Medicine at McMaster University Dr. Melanie…

    2022-06-14
  48. "Artificial Intelligence: A Guide for Thinking Humans" with Professor Melanie Mitchell
    Bridging the Gaps: A Portal for Curious Minds

    Recent developments in the field of Artificial Intelligence are fascinating as well as terrifying; there are extravagant promises as well as frustrating setbacks; there is great progress in narrowly…

    2022-05-01
  49. Melanie Mitchell: Thinking about artificial intelligence
    Political Economy with Jim Pethokoukis

    Tech optimists promise that true artificial intelligence is just around the corner . . . and have been for half a century. So should we be skeptical of all the excitement surrounding so-called "deep…

    2022-03-23
  50. Why is AI so hard?
    Many Minds

    I'm betting you've heard about the next generation of artificial intelligence, the one that's just around the corner. It's going to be pervasive, all-competent, maybe super-intelligent. We'll rely on…

    2021-11-24
  51. Biological Intelligence and the Limitations of Deep Neural Networks – Intel on AI Season 3, Episode 2
    Intel on AI

    In this episode of Intel on AI host Amir Khosrowshahi and Melanie Mitchell talk about the paradox of studying human intelligence and the limitations of deep neural networks. Melanie is the Davis…

    2021-11-03
  52. 6. Melanie Mitchell, Professor of Complexity, Santa Fe Institute
    Book Talk Conversation

    Melanie Mitchell is a professor of complexity at Santa Fe Institute. Her research focuses on conceptual abstraction, analogy-making and visual recognition in artificial systems. In this episode, she…

    2021-10-16
  53. #57 - Prof. Melanie Mitchell - Why AI is harder than we think
    Machine Learning Street Talk (MLST)

    Since its beginning in the 1950s, the field of artificial intelligence has vacillated between periods of optimistic predictions and massive investment and periods of disappointment, loss of…

    2021-07-25
  54. Currents 036: Melanie Mitchell on Why AI is Hard
    The Jim Rutt Show

    Melanie Mitchell & Jim talk about her recent paper, "Why AI is Harder Than We Think". They cover AI fantasies, self-driving cars, prediction failures, AI winters & summers, Melanie's four fallacies,…

    2021-06-26
  55. 88. Oren Etzioni - The case against (worrying about) existential risk from AI
    Towards Data ScienceMentioned

    Few would disagree that AI is set to become one of the most important economic and social forces in human history. But along with its transformative potential has come concern about a strange new…

    2021-06-16
  56. MIXEDCAST #251: KI-Alchemie und Apples AR-Fundament
    MIXEDCAST: Podcast über VR, AR, KIMentioned

    Im MIXEDCAST #251 befassen wir uns mit vier möglichen Fehlschlüssen in der KI-Forschung und Apples AR-Fundament. Vier Fehlschlüsse in der KI-Forschung Die KI-Forscherin Melanie Mitchell zeigt, warum…

    2021-06-15
  57. 78. Melanie Mitchell - Existential risk from AI: A skeptical perspective
    Towards Data Science

    As AI systems have become more powerful, an increasing number of people have been raising the alarm about its potential long-term risks. As we’ve covered on the podcast before, many now argue that…

    2021-04-07
  58. Artificial Intelligence: A Guide for Thinking Humans
    Knowledge = Power

    This program includes an introduction read by the author. No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as…

    2021-03-29
  59. Complexity and Intelligence with Melanie Mitchell
    The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

    Today we’re joined by Melanie Mitchell, Davis Professor at the Santa Fe Institute and author of Artificial Intelligence: A Guide for Thinking Humans. While Melanie has had a long career with a myriad…

    2021-03-15
  60. Currents 015: Jessica Flack & Melanie Mitchell on Complexity
    The Jim Rutt Show

    In this Currents episode, Jim talks to Melanie Mitchell & Jessica Flack about their recent Aeon article, Uncertain times. Why R(0) is not a good measure for COVID contagion, network contagion & super…

    2020-10-18
  61. #373 Melanie Mitchell: AI, Complex Systems, Human Cognition, and Algorithms
    The DissenterMentioned

    ------------------Support the channel------------ Patreon: https://www.patreon.com/thedissenter SubscribeStar: https://www.subscribestar.com/the-dissenter PayPal: paypal.me/thedissenter PayPal…

    2020-10-02
  62. Melanie Mitchell on AI: Intelligence is a Complex Phenomenon
    Singularity.FM

    Melanie Mitchell is the Davis Professor of Complexity at the Santa Fe Institute, and Professor of Computer Science at Portland State University. Prof. Mitchell is the author of a number of…

    2020-09-23
  63. Episode 24: Melanie Mitchell - The nature of intelligence and following your curiosity
    Origins Podcast with Ryan McGranaghan

    Show Notes: Santa Fe Institute (2:00) Alexander Hamilton biography by Ron Chernow (4:30) The Universe and Dr. Einstein by Lincoln Barnett (5:45) Gödel, Escher, Bach: An Eternal Golden Braid by…

    2020-08-17
  64. AI Expert Melanie Mitchell on guiding thinking humans
    The Well-Read Investor

    Mike's guest for Episode 2 is Professor Melanie Mitchell, speaking about all things Artificial Intelligence. Melanie is the Davis Professor of Complexity at the Santa Fe Institute and Professor of…

    2020-06-25
  65. Where machine written and verbal communication stands vs where it's going
    The Tonya Hall Innovation Show

    Dr. Melanie Mitchell, Davis professor at the Santa Fe Institute, talks to Tonya Hall about training machines to predict conversations and how that technology will evolve. FOLLOW US - Subscribe to…

    2020-04-16
  66. AI: A Guide For Thinking Humans
    The Tonya Hall Innovation Show

    Tonya Hall sits down with Dr. Melanie Mitchell, Davis professor at the Santa Fe Institute, to discuss Mitchell's book about whether smart machines can actually think or understand, and what might…

    2020-03-19
  67. Melanie Mitchell on Artificial Intelligence: What We Still Don't Know
    COMPLEXITY

    Since the term was coined in 1956, artificial intelligence has been a kind of mirror that tells us more about our theories of intelligence, and our hopes and fears about technology, than about…

    2020-03-05
  68. EP33 Melanie Mitchell on the Elements of AI
    The Jim Rutt Show

    Professor & Author Melanie Mitchell and Jim have a wide-ranging talk about her work in the field of Artificial Intelligence (AI). They explore the differences between deep learning, symbolic…

    2020-01-06
  69. Melanie Mitchell on Artificial Intelligence
    EconTalk

    Computer Scientist and author Melanie Mitchell of Portland State University and the Santa Fe Institute talks about her book Artificial Intelligence with EconTalk host Russ Roberts. Mitchell explains…

    2020-01-06
  70. Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
    Lex Fridman Podcast

    Melanie Mitchell is a professor of computer science at Portland State University and an external professor at Santa Fe Institute. She has worked on and written about artificial intelligence from…

    2019-12-28
  71. Artificial Intelligence Audiobook by Melanie Mitchell
    Listen Deeply While Reconnecting With Creativity Through Engaging Audiobook Storytelling Experiences Daily

    Listen to full audiobook for free : https://audiobookzap.com/free Title: Artificial Intelligence Subtitle: A Guide for Thinking Humans Categories: Artificial Intelligence, Computer, Computer Science,…

    2019-10-15
  72. Melanie Mitchell on Artificial Intelligence and the Challenge of Common Sense
    Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

    Artificial intelligence is better than humans at playing chess or go, but still has trouble holding a conversation or driving a car. A simple way to think about the discrepancy is through the lens of…

    2019-10-14
  73. Artificial Intelligence Researcher Melanie Mitchell
    Profoundly Pointless

    It's the technology of the future. But is that a good thing? Artificial Intelligence researcher Melanie Mitchell joins us. We talk the next big AI breakthrough, if we should trust computers and what…

    2019-09-04
  74. 257: AI: How Far We Haven’t Actually Come
    Super Data Science: ML & AI Podcast with Jon Krohn

    In this episode of the SuperDataScience Podcast, I chat with Melanie Mitchell, one of the leading researchers in the field of AI. You will learn about complexity, what it is and how it works, and how…

    2019-05-01
  75. Melanie Mitchell on AI
    Computing Up

    Professor and author Melanie Mitchell discusses artificial intelligence with Dave. [Title photograph courtesy of Melanie Mitchell]

    2017-11-04
  76. Lecture | Melanie Mitchell | Using Analogy to Discover the Meaning of Images
    Center for Mind, Brain, and Culture

    Enabling computers to understand images remains one of the hardest open problems in artificial intelligence. No machine vision system comes close to matching human ability at identifying the contents…

    2014-04-09