Nature of Intelligence, Ep. 3: What kind of intelligence is an LLM?
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Nature of Intelligence, Ep. 3: What kind of intelligence is an LLM?
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著者：
このコンテンツについて
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