Listen "Nature of Intelligence, Ep. 3: What kind of intelligence is an LLM?"
Episode Synopsis
Guests: Tomer Ullman, Assistant Professor, Department of Psychology, Harvard UniversityMurray Shanahan, Professor of Cognitive Robotics, Department of Computing, Imperial College London; Principal Research Scientist, Google DeepMindHosts: Abha Eli Phoboo & Melanie MitchellProducer: Katherine MoncurePodcast theme music by: Mitch MignanoFollow us on:Twitter • YouTube • Facebook • Instagram • LinkedIn • BlueskyMore info:Tutorial: Fundamentals of Machine LearningLecture: Artificial IntelligenceSFI programs: EducationBooks: Artificial Intelligence: A Guide for Thinking Humans by Melanie MitchellThe Technological Singularity by Murray ShanahanEmbodiment and the inner life: Cognition and Consciousness in the Space of Possible Minds by Murray ShanahanSolving the Frame Problem by Murray ShanahanSearch, Inference and Dependencies in Artificial Intelligence by Murray Shanahan and Richard SouthwickTalks: The Future of Artificial Intelligence by Melanie MitchellArtificial intelligence: A brief introduction to AI by Murray ShanahanPapers & 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
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Trailer for The Nature of Intelligence
19/09/2024
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