COMPLEXITY4 Joulu 2024

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

Guest:

Melanie Mitchell, Resident Professor, Santa Fe Institute

Hosts: Abha Eli Phoboo

Producer: Katherine Moncure

Podcast theme music by: Mitch Mignano

More info:

Tutorial: Fundamentals of Machine Learning
Lecture: Artificial Intelligence
SFI programs: Education
Competition: ARC Prize

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:

The Future of Artificial Intelligence by Melanie Mitchell
Introduction: AI and the Barrier of Meaning 2 by Melanie Mitchell
Conceptual Abstraction and Analogy in Natural and Artificial Intelligence by Melanie Mitchell

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

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(119)

Nature of Intelligence, Ep. 5: How do we assess intelligence?

Guests: Erica Cartmill, Professor, Anthropology and Cognitive Science, Indiana University BloomingtonEllie Pavlick, Assistant Professor, Computer Science and Linguistics, Brown UniversityHosts: Abha E...

20 Marras 202448min

Nature of Intelligence, Ep. 4: Babies vs Machines

Guests: Linda Smith, Distinguished Professor and Chancellor's Professor, Psychological and Brain Sciences, Department of Psychological and Brain Sciences, Indiana University BloomingtonMichael Frank, ...

6 Marras 202438min

Nature of Intelligence, Ep. 3: What kind of intelligence is an LLM?

Guests: Tomer Ullman, Assistant Professor, Department of Psychology, Harvard UniversityMurray Shanahan, Professor of Cognitive Robotics, Department of Computing, Imperial College London; Principal Res...

23 Loka 202445min

Nature of Intelligence, Ep. 2: The relationship between language and thought

Guests: Evelina Fedorenko, Associate Professor, Department of Brain and Cognitive Sciences, and Investigator, McGovern Institute for Brain Research, MITSteve Piantadosi, Professor of Psychology and Ne...

9 Loka 202437min

Nature of Intelligence, Ep. 1: What is Intelligence

Guests: Alison Gopnik, SFI External Faculty; Professor of Psychology and Affiliate Professor of Philosophy at University of California, Berkeley; Member of Berkeley AI Research GroupJohn Krakauer, SFI...

25 Syys 202443min

Trailer for The Nature of Intelligence

Right now, AI is having a moment — and it’s not the first time grand predictions about the potential of machines are being made. But, what does it really mean to say something like ChatGPT is “intelli...

19 Syys 20243min

Physics of Life, Ep 6: Multiple worlds, containing multitudes

Guests: Heather Graham, Research Associate at NASA Goddard Space Flight CenterHosts: Abha Eli Phoboo & Chris KempesProducer: Katherine MoncurePodcast theme music by: Mitch MignanoAdditional sound cred...

10 Huhti 202440min