{"version":1,"type":"rich","provider_name":"Libsyn","provider_url":"https:\/\/www.libsyn.com","height":90,"width":600,"title":"The rise of machine culture","description":"The machines are coming. Scratch that\u2014they're already here: AIs that propose new combinations of ideas; chatbots that help us summarize texts or write code; algorithms that tell us who to friend or follow, what to watch or read. For a while the reach of intelligent machines may have seemed somewhat limited. But not anymore\u2014or, at least, not for much longer. The presence of AI is growing, accelerating, and, for better or worse, human culture may never be the same.    My guest today is Dr. Iyad Rahwan. Iyad directs the Center for Humans and Machines at the Max Planck Institute for Human Development in Berlin. Iyad is a bit hard to categorize. He's equal parts computer scientist and artist; one magazine profile described him as "the Anthropologist of AI." Labels aside, his work explores the emerging relationships between AI, human behavior, and society. In a recent paper, Iyad and colleagues introduced a framework for understanding what they call "machine culture." The framework offers a way of thinking about the different routes through which AI may transform\u2014is transforming\u2014human culture.    Here, Iyad and I talk about his work as a painter and how he brings AI into the artistic process. We discuss whether AIs can make art by themselves and whether they may eventually develop good taste. We talk about how AIphaGoZero upended the world of Go and about how LLMs might be changing how we speak. We consider what AIs might do to cultural diversity. We discuss the field of cultural evolution and how it provides tools for thinking about this brave new age of machine culture. Finally, we discuss whether any spheres of human endeavor will remain untouched by AI influence.    Before we get to it, a humble request: If you're enjoying the show\u2014and it seems that many of you are\u2014we would be ever grateful if you could let the world know. You might do this by leaving a rating or review on Apple Podcasts, or maybe a comment on Spotify. You might do this by giving us a shout-out on the social media platform of your choice. Or, if you prefer less algorithmically mediated avenues, you might do this just by telling a friend about us face-to-face. We're hoping to grow the show and the best way to do that is through listener endorsements and word-of-mouth. Thanks in advance, friends.   Alright, on to my conversation with Dr. Iyad Rahwan. Enjoy!   A transcript of this episode is available here.   Notes and links 3:00 \u2013 Images from Dr. Rahwan's \u2018Faces of Machine\u2019 portrait series. One of the portraits from the series serves as our tile art for this episode. 11:30 \u2013 The \u201cstochastic parrots\u201d term comes from an influential paper by Emily Bender and colleagues. 18:30 \u2013 A popular article about DALL-E and the \u201cavocado armchair.\u201d 21:30 \u2013 Ted Chiang\u2019s essay, \u201cWhy A.I. isn\u2019t going to make art.\u201d 24:00 \u2013 An interview with Boris Eldagsen, who won the Sony World Photography Awards in March 2023 with an image that was later revealed to be AI-generated.  28:30 \u2013 A description of the concept of \u201cscience fiction science.\u201d 29:00 \u2013 Though widely attributed to different sources, Isaac Asimov appears to have developed the idea that good science fiction predicts not the automobile, but the traffic jam.  30:00 \u2013 The academic paper describing the Moral Machine experiment. You can judge the scenarios for yourself (or design your own scenarios) here. 30:30 \u2013 An article about the Nightmare Machine project; an article about the Deep Empathy project. 37:30 \u2013 An article by Cesar Hidalgo and colleagues about the relationship between television\/radio and global celebrity. 41:30 \u2013 An article by Melanie Mitchell (former guest!) on AI and analogy. A popular piece about that work.   42:00 \u2013 A popular article describing the study of whether AIs can generate original research ideas. The preprint is here. 46:30 \u2013 For more on AlphaGo (and its successors, AlphaGo Zero and AlphaZero), see here. 48:30 \u2013 The study finding that the novelty of human Go playing increased due to the influence of AlphaGo. 51:00 \u2013 A blogpost delving into the idea that ChatGPT overuses certain words, including \u201cdelve.\u201d A recent preprint by Dr. Rahwan and colleagues, presenting evidence that \u201cdelve\u201d (and other words overused by ChatGPT) are now being used more in human spoken communication.  55:00 \u2013 A paper using simulations to show how LLMs can \u201ccollapse\u201d when trained on data that they themselves generated.  1:01:30 \u2013 A review of the literature on filter bubbles, echo chambers, and polarization. 1:02:00 \u2013 An influential study by Dr. Chris Bail and colleagues suggesting that exposure to opposing views might actually increase polarization.  1:04:30 \u2013 A book by Geoffrey Hodgson and Thorbj\u00f8rn Knudsen, who are often credited with developing the idea of \u201cgeneralized Darwinism\u201d in the social sciences.  1:12:00 \u2013 An article about Google\u2019s NotebookLM podcast-like audio summaries. 1:17:3 0 \u2013 An essay by Ursula LeGuin on children\u2019s literature and the Jungian \u201cshadow.\u201d    Recommendations The Secret of Our Success, Joseph Henrich \u201cMachine Behaviour,\u201d Iyad Rahwan et al.   Tile image credit: Machine 11 (2023) from Iyad Rahwan\u2019s \u2018Faces of Machine\u2019 series. Image courtesy of the artist.   Many Minds is a project of the Diverse Intelligences Summer Institute, which is made possible by a generous grant from the John Templeton Foundation to Indiana University. The show is hosted and produced by Kensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd. Our transcripts are created by Sarah Dopierala. Subscribe to Many Minds on Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you listen to podcasts. You can also now subscribe to the Many Minds newsletter here! We welcome your comments, questions, and suggestions. Feel free to email us at: manymindspodcast@gmail.com.  For updates about the show, visit our website or follow us on Twitter (@ManyMindsPod) or Bluesky (@manymindspod.bsky.social). ","author_name":"Many Minds","author_url":"https:\/\/disi.org\/manyminds\/","html":"