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:

• Tutorial: Fundamentals of Machine Learning
• Lecture: Artificial Intelligence
• SFI programs: Education

Books:

• Artificial Intelligence: A Guide for Thinking Humans by Melanie Mitchell

Talks:

• Why "Self-Generated Learning” May Be More Radical and Consequential Than First Appears by Linda Smith
• Children’s Early Language Learning: An Inspiration for Social AI, by Michael Frank at Stanford HAI
• The Future of Artificial Intelligence by Melanie Mitchell

Papers & Articles:

• “Curriculum Learning With Infant Egocentric Videos,” in NeurIPS 2023 (September 21)
• “The Infant’s Visual World The Everyday Statistics for Visual Learning,” by Swapnaa Jayaraman and Linda B. Smith, in The Cambridge Handbook of Infant Development: Brain, Behavior, and Cultural Context, Chapter 20, Cambridge University Press (September 26, 2020)
• “Can lessons from infants solve the problems of data-greedy AI?” in Nature (March 18, 2024), doi.org/10.1038/d41586-024-00713-5
• “Episodes of experience and generative intelligence,” in Trends in Cognitive Sciences (October 19, 2022), doi.org/10.1016/j.tics.2022.09.012
• “Baby steps in evaluating the capacities of large language models,” in Nature Reviews Psychology (June 27, 2023), doi.org/10.1038/s44159-023-00211-x
• “Auxiliary task demands mask the capabilities of smaller language models,” in COLM (July 10, 2024)
• “Learning the Meanings of Function Words From Grounded Language Using a Visual Question Answering Model,” in Cognitive Science (First published: 14 May 2024), doi.org/10.1111/cogs.13448

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 Intelligence
• SFI programs: Education

Books:

• Artificial Intelligence: A Guide for Thinking Humans by Melanie Mitchell
• The Technological Singularity by Murray Shanahan
• Embodiment and the inner life: Cognition and Consciousness in the Space of Possible Minds by Murray Shanahan
• Solving the Frame Problem by Murray Shanahan
• Search, Inference and Dependencies in Artificial Intelligence by Murray Shanahan and Richard Southwick

Talks:

• The Future of Artificial Intelligence by Melanie Mitchell
• Artificial intelligence: A brief introduction to AI by Murray Shanahan

Papers & Articles:

• “A Conversation With Bing’s Chatbot Left Me Deeply Unsettled,” in New York Times (Feb 16, 2023)
• “Bayesian Models of Conceptual Development: Learning as Building Models of the World,” in Annual Review of Developmental Psychology Volume 2 (Oct 26, 2020), doi.org/10.1146/annurev-devpsych-121318-084833
• “Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models,” in Findings of the Association for Computational Linguistics (December 2023), doi.org/10.18653/v1/2023.findings-emnlp.264
• “Role play with large language models,” in Nature (Nov 8, 2023), doi.org/10.1038/s41586-023-06647-8
• “Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks,” arXiv (v5, March 14, 2023), doi.org/10.48550/arXiv.2302.08399
• “Talking about Large Language Models,” in Communications of the ACM (Feb 12, 2024),
• “Simulacra as Conscious Exotica,” in arXiv (v2, July 11, 2024), doi.org/10.48550/arXiv.2402.12422