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Podcast: Machine Learning Street Talk (MLST)
Episode: #96 Prof. PEDRO DOMINGOS - There are no infinities, utility functions, neurosymbolic
Description: Pedro Domingos, Professor Emeritus of Computer Science and Engineering at the University of Washington, is renowned for his research in machine learning, particularly for his work on Markov logic networks that allow for uncertain inference. He is also the author of the acclaimed book "The Master Algorithm".
Panel: Dr. Tim Scarfe
TOC:
[00:00:00] Introduction
[00:01:34] Galaxtica / misinformation / gatekeeping
[00:12:31] Is there a master algorithm?
[00:16:29] Limits of our understandingÂ
[00:21:57] Intentionality, Agency, Creativity
[00:27:56] CompositionalityÂ
[00:29:30] Digital Physics / It from bit / WolframÂ
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