Guest: Melanie Mitchell, Resident Professor, Santa Fe Institute Hosts: Abha Eli Phoboo Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky More info: Tutorial: Fundamentals of Machine Learning Lecture: Artificial Intelligence SFI programs: Education Competition: ARC Prize Books: Gödel, Escher, Bach: an Eternal Golden Braid by Douglas Hofstadter Artificial Intelligence: A Guide for Thinking Humans by Melanie...
Dec 04, 2024•44 min•Transcript available on Metacast Guests: Erica Cartmill, Professor, Anthropology and Cognitive Science, Indiana University Bloomington Ellie Pavlick, Assistant Professor, Computer Science and Linguistics, Brown University Hosts: Abha Eli Phoboo & Melanie Mitchell Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky More info: Tutorial: Fundamentals of Machine Learning Lecture: Artificial Intelligence SFI programs: Education Diverse Intellig...
Nov 20, 2024•48 min•Ep 5•Transcript available on Metacast Guests: Linda Smith, Distinguished Professor and Chancellor's Professor, Psychological and Brain Sciences, Department of Psychological and Brain Sciences, Indiana University Bloomington Michael Frank, Benjamin Scott Crocker Professor of Human Biology, Department of Psychology, Stanford University Hosts: Abha Eli Phoboo & Melanie Mitchell Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky More info: Tutoria...
Nov 06, 2024•39 min•Ep 4•Transcript available on Metacast Guests: Tomer Ullman, Assistant Professor, Department of Psychology, Harvard University Murray Shanahan, Professor of Cognitive Robotics, Department of Computing, Imperial College London; Principal Research Scientist, Google DeepMind Hosts: Abha Eli Phoboo & Melanie Mitchell Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky More info: Tutorial: Fundamentals of Machine Learning Lecture: Artificial Intellig...
Oct 23, 2024•45 min•Ep 3•Transcript available on Metacast Guests: Evelina Fedorenko, Associate Professor, Department of Brain and Cognitive Sciences, and Investigator, McGovern Institute for Brain Research, MIT Steve Piantadosi, Professor of Psychology and Neuroscience, and Head of Computation and Language Lab, UC Berkeley Gary Lupyan, Professor of Psychology, University of Wisconsin-Madison Hosts: Abha Eli Phoboo & Melanie Mitchell Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook • Instagram ...
Oct 09, 2024•38 min•Ep 2•Transcript available on Metacast Guests: Alison Gopnik, SFI External Faculty; Professor of Psychology and Affiliate Professor of Philosophy at University of California, Berkeley; Member of Berkeley AI Research Group John Krakauer, SFI External Faculty; John C. Malone Professor of Neurology, Neuroscience, and Physical Medicine & Rehabilitation, Johns Hopkins University Hosts: Abha Eli Phoboo & Melanie Mitchell Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Podcast logo by Nicholas Graham Follow us on: Twitter ...
Sep 25, 2024•43 min•Ep 1•Transcript available on Metacast Right now, AI is having a moment — and it’s not the first time grand predictions about the potential of machines are being made. But, what does it really mean to say something like ChatGPT is “intelligent”? What exactly is intelligence? In this season of the Complexity podcast, The Nature of Intelligence, we'll explore this question through conversations with cognitive and neuroscientists, animal cognition researchers, and AI experts in six episodes. Together, we'll investigate the complexities ...
Sep 19, 2024•3 min•Transcript available on Metacast Guests: Heather Graham, Research Associate at NASA Goddard Space Flight Center Hosts: Abha Eli Phoboo & Chris Kempes Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Additional sound credits: Digifish music; “Determination of Azimuth,” written by Heather Graham, staged at the Baltimore Rock Opera Society Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky More info: Apply for the 2024 Complexity Global School at Universidad de los Andes in Bogotá, Colombi...
Apr 10, 2024•41 min•Ep 6•Transcript available on Metacast Guests: David Krakauer, President and William H. Miller Professor of Complex Systems at the Santa Fe Institute Sean Carroll, External Professor and Fractal Faculty at the Santa Fe Institute, Homewood Professor of Natural Philosophy at Johns Hopkins University Hosts: Abha Eli Phoboo & Chris Kempes Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Additional sound credits: Digifishmusic, Trundlefly, Greenvwbeetle, Miksmusic, Brewlabboffin Follow us on: Twitter • YouTube • Facebook ...
Mar 27, 2024•34 min•Ep 5•Transcript available on Metacast Guests: Melanie Moses, External Professor at the Santa Fe Institute, Professor of Computer Science and Associate Professor of Biology at University of New Mexico Hyejin Youn, External Professor at the Santa Fe Institute, Associate Professor at Institute of Northwestern University Hosts: Abha Eli Phoboo & Chris Kempes Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky More info: SFI programs: Education Comp...
Mar 13, 2024•34 min•Ep 4•Transcript available on Metacast Guests: Brian Enquist, External Professor at the Santa Fe Institute, Professor of Ecology and Evolutionary Biology at University of Arizona Pablo Marquet, External Professor at the Santa Fe Institute, Professor at Institute of Ecology and Biodiversity, Pontificia Universidad Católica de Chile Hosts: Abha Eli Phoboo & Chris Kempes Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Other music: Craig Smith, Justkiddink, MaestroALF, ComputerHotline, James Ro Davidson, SoundEnsemble, ...
Feb 28, 2024•29 min•Ep 3•Transcript available on Metacast Guests: Ricard Solé , External Professor at the Santa Fe Institute, Head of the Complex Systems Lab at Universitat Pompeu Fabra Sara Walker , External Professor at the Santa Fe Institute, Associate Director of the ASU-SFI Center for Biosocial Complex Systems Hosts: Abha Eli Phoboo & Chris Kempes Producer: Katherine Moncure Podcast theme music by: Mitch Mignano Other music: Matucha, Kijjaz, Klankbeeld, Aesterial-Arts, Dijifishmusic, Greenvwbeetle, Odilon Marcenaro, Jobro, Benboncan, Bone666138, A...
Feb 14, 2024•34 min•Ep 2•Transcript available on Metacast Guests: Vijay Balasubramanian , External Professor at the Santa Fe Institute, Cathy and Marc Lasry Professor of Physics at the University of Pennsylvania Geoffrey West , Shannan Distinguished Professor and Past President, Santa Fe Institute Hosts: Abha Eli Phoboo & Chris Kempes Producer: Katherine Moncure Podcast theme music: Mitch Mignano Other Music: Blue Dot Sessions, Pink House Music, Eardeer, and Craig Smith. Follow us on: Twitter • YouTube • Facebook • Instagram • LinkedIn • Bluesky SFI pr...
Jan 31, 2024•35 min•Ep 1•Transcript available on Metacast Trailer for Complexity: Physics of Life, from the Santa Fe Institute
Jan 29, 2024•3 min•Transcript available on Metacast Episode Title and Show Notes: 106 - Michael Garfield & David Krakauer on Evolution, Information, and Jurassic Park Welcome to Complexity, the official podcast of the Santa Fe Institute. I'm Michael Garfield, producer of this show and host for the last 105 episodes. Since October, 2019, we have brought you with us for far ranging conversations with our worldwide network of rigorous researchers developing new frameworks to explain the deepest mysteries of the universe. Today I step down and depart...
Jun 30, 2023•2 hr 39 min•Ep 106•Transcript available on Metacast One way of looking at the world reveals it as an interference pattern of dynamic, ever-changing links — relationships that grow and break in nested groups of multilayer networks. Identity can be defined by informational exchange between one cluster of relationships and any other. A kind of music starts to make itself apparent in the avalanche of data and new analytical approaches that a century of innovation has availed us. But just as with new music genres, it requires a trained ear to attune t...
Apr 05, 2023•1 hr 22 min•Ep 105•Transcript available on Metacast For centuries, Medieval life in Europe meant a world determined and prescribed by church and royalty. The social sphere was very much a pyramid, and everybody had to answer to and fit within the schemes of those on top. And then, on wings of reason, Modern selves emerged to scrutinize these systems and at great cost swap them for others that more evenly distribute power and authority. Cosmic forces preordained one’s role within a transcendental order…but then, across quick decades of upheaval, p...
Mar 24, 2023•1 hr 7 min•Ep 104•Transcript available on Metacast How do we get a handle on complex systems thinking? What are the implications of this science for philosophy, and where does philosophical tradition foreshadow findings from the scientific frontier? Welcome to COMPLEXITY, the official podcast of the Santa Fe Institute. I’m your host, Michael Garfield , and every other week we’ll bring you with us for far-ranging conversations with our worldwide network of rigorous researchers developing new frameworks to explain the deepest mysteries of the univ...
Mar 09, 2023•1 hr 7 min•Ep 103•Transcript available on Metacast And now for something completely different! Last October, The Santa Fe Institute held its third InterPlanetary Festival at SITE Santa Fe, celebrating the immensely long time horizon, deep scientific and philosophical questions, psychological challenges, and engineering problems involved in humankind’s Great Work to extend its understanding and presence into outer space. For our third edition, we turned our attention to visionary projects living generations will likely not live to see completed —...
Feb 24, 2023•1 hr•Ep 102•Transcript available on Metacast There are maps, and there are territories, and humans frequently confuse the two. No matter how insistently this point has been made by cognitive neuroscience, epistemology, economics, and a score of other disciplines, one common human error is to act as if we know what we should measure, and that what we measure is what matters. But what we value doesn’t even always have a metric. And even reasonable proxies can distort our understanding of and behavior in the world we want to navigate. Even ca...
Feb 09, 2023•1 hr 13 min•Ep 101•Transcript available on Metacast This is a podcast by and for the curious — and yet, in over three years, we have pointed curiosity at nearly every topic but itself. What is it, anyway? Are there worse and better frames for understanding how desire and wonder, exploration and discovery play out in both the brain and in society? How is scientific research like an amble through the woods? What juicy insights bubble up where neuroscientists, historians, philosophers, and mathematicians meet to answer questions like these? And how ...
Jan 25, 2023•1 hr 21 min•Ep 100•Transcript available on Metacast Humans have an unusually long childhood — and an unusually long elderhood past the age of reproductive activity. Why do we spend so much time playing and exploring, caregiving and reflecting, learning and transmitting? What were the evolutionary circumstances that led to our unique life history among the primates? What use is the undisciplined child brain with its tendencies to drift, scatter, and explore in a world that adults understand in such very different terms? And what can we transpose f...
Jan 11, 2023•1 hr 8 min•Ep 99•Transcript available on Metacast What does it mean to think? What are the traits of thinking systems that we could use to identify them? Different environmental variables call for different strategies in individual and collective cognition — what defines the threshold at which so-called “solid” brains transition into “liquids”? And how might we apply these and related lessons from ecology and evolution to help steward a diverse and thriving future with technology, and keep the biosphere afloat? Welcome to COMPLEXITY, the offici...
Dec 22, 2022•1 hr 13 min•Ep 98•Transcript available on Metacast In his foundational 1972 paper “More Is Different,” physicist Phil Anderson made the case that reducing the objects of scientific study to their smallest components does not allow researchers to predict the behaviors of those systems upon reconstruction. Another way of putting this is that different disciplines reveal different truths at different scales. Contrary to long-held convictions that there would one day be one great unifying theory to explain it all, fundamental research in this centur...
Dec 10, 2022•1 hr 18 min•Ep 97•Transcript available on Metacast What makes us human? Over the last several decades, the once-vast island of human exceptionalism has lost significant ground to wave upon wave of research revealing cognition, emotion, problem-solving, and tool-use in other organisms. But there remains a clear sense that humans stand apart — evidenced by our unique capacity to overrun the planet and remake it in our image. What is unique about the human mind, and how might we engage this question rigorously through the lens of neuroscience? How ...
Nov 23, 2022•49 min•Ep 96•Transcript available on Metacast The brain is arguably one of the most complex objects known to science. How best to understand it? That is a trick question: brains are organized at many levels and attempts to grasp them all through one approach — be it micro, macro, anatomical, behavioral — are destined to leave out crucial insights. What more, thinking “vertically” across scales, one might miss important angles from another discipline along the “horizontal” axis. For inquiries too big to sit within one field of knowledge, may...
Nov 11, 2022•51 min•Ep 95•Transcript available on Metacast Communication is a physical process. It’s common sense that sending and receiving intelligible messages takes work…but how much work? The question of the relationship between energy, information, and matter is one of the deepest known to science. There appear to be limits to the rate at which communication between two systems can happen…but the search for a fundamental relationship between speed, error, and energy (among other things) promises insights far deeper than merely whether we can keep ...
Oct 21, 2022•1 hr 6 min•Ep 94•Transcript available on Metacast What does it mean to be alive? Our origins are the horizon of our understanding, and as with the physical horizon, our approach brings us no closer. The more we learn, the more mysterious it all becomes. What if we’re asking the wrong questions? Maybe life did not begin at all, but rather coalesced piecemeal, a set of properties contingent and convergent, plural, more than once? Maybe the origin of life is happening right now, just over the horizon, forming something new anew. Let’s get into the...
Oct 01, 2022•1 hr 10 min•Ep 93•Transcript available on Metacast One way to frame the science of complexity is as a revelation of the hidden order under seemingly separate phenomena — a teasing-out of music from the noise of history and nature. This effort follows centuries of work to find the rules that structure language, music, and society. How strictly analogous are the patterns governing a symphony and those that describe a social transformation? Math and music are old friends, but new statistical and computational techniques afford the possibility of go...
Sep 21, 2022•57 min•Ep 92•Transcript available on Metacast As the old nut goes, “To the victor goes the spoils.” But if each round of play consolidates the spoils into fewer hands, eventually it comes to pass that wealthy special interests twist the rules so much it undermines the game itself. When economic power overtakes the processes of democratic governance, growth stagnates, and the rift between the rich and poor becomes abyssal. Desperate times and desperate measures jeopardize the fabric of society. How might nonpartisan approaches to this wicked...
Sep 02, 2022•1 hr 11 min•Ep 91•Transcript available on Metacast 
