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Nature of Intelligence, Ep. 6: AI’s changing seasons

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Manage episode 453698380 series 2629500
Content provided by Santa Fe Institute. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Santa Fe Institute or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Guest:

  • Melanie Mitchell, Resident Professor, Santa Fe Institute

Hosts: Abha Eli Phoboo

Producer: Katherine Moncure

Podcast theme music by: Mitch Mignano

Follow us on:
TwitterYouTubeFacebookInstagramLinkedInBluesky

More info:

Books:

  • Gödel, Escher, Bach: an Eternal Golden Braid by Douglas Hofstadter
  • Artificial Intelligence: A Guide for Thinking Humans by Melanie Mitchell
  • Complexity: A Guided Tour by Melanie Mitchell

Talks:

Papers & Articles:

  • “The metaphors of artificial intelligence,” in Science (November 14, 2024), doi: 10.1126/science.adt6140
  • “Using counterfactual tasks to evaluate the generality of analogical reasoning in Large Language Models,” in arXiv (February 14, 2024), doi.org/10.48550/arXiv.2402.08955
  • “Comparing humans, GPT-4, and GPT-4V on abstraction and reasoning tasks, ” (Proceedings of the LLM-CP Workshop, AAAI 2024), arXiv (December 11, 2023), doi.org/10.48550/arXiv.2311.09247
  • “The debate over understanding in AI’s large language models,” in PNAS (March 21, 2023), doi.org/10.1073/pnas.2215907120
  • “The ConceptARC benchmark: evaluating understanding and generalization in the ARC domain,” in Transactions on Machine Learning Research (August 2023), arXiv (May 11, 2023), doi.org/10.48550/arXiv.2305.07141
  continue reading

120 episodes

Artwork
iconShare
 
Manage episode 453698380 series 2629500
Content provided by Santa Fe Institute. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Santa Fe Institute or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Guest:

  • Melanie Mitchell, Resident Professor, Santa Fe Institute

Hosts: Abha Eli Phoboo

Producer: Katherine Moncure

Podcast theme music by: Mitch Mignano

Follow us on:
TwitterYouTubeFacebookInstagramLinkedInBluesky

More info:

Books:

  • Gödel, Escher, Bach: an Eternal Golden Braid by Douglas Hofstadter
  • Artificial Intelligence: A Guide for Thinking Humans by Melanie Mitchell
  • Complexity: A Guided Tour by Melanie Mitchell

Talks:

Papers & Articles:

  • “The metaphors of artificial intelligence,” in Science (November 14, 2024), doi: 10.1126/science.adt6140
  • “Using counterfactual tasks to evaluate the generality of analogical reasoning in Large Language Models,” in arXiv (February 14, 2024), doi.org/10.48550/arXiv.2402.08955
  • “Comparing humans, GPT-4, and GPT-4V on abstraction and reasoning tasks, ” (Proceedings of the LLM-CP Workshop, AAAI 2024), arXiv (December 11, 2023), doi.org/10.48550/arXiv.2311.09247
  • “The debate over understanding in AI’s large language models,” in PNAS (March 21, 2023), doi.org/10.1073/pnas.2215907120
  • “The ConceptARC benchmark: evaluating understanding and generalization in the ARC domain,” in Transactions on Machine Learning Research (August 2023), arXiv (May 11, 2023), doi.org/10.48550/arXiv.2305.07141
  continue reading

120 episodes

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