Published Dec 30, 2022

#96 Prof. PEDRO DOMINGOS - There are no infinities, utility functions, neurosymbolic

Prof. Pedro Domingos delves into redefining traditional scientific concepts by challenging the notions of infinity, emergence, and utility functions, while advocating for neurosymbolic AI to unlock both rationality in decision-making and a new realm of machine creativity.

Episode Highlights

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Episode Highlights

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#96 Prof. PEDRO DOMINGOS - There are no infinities, utility functions, neurosymbolic

Topics covered

Popular Clips

Ethical Altruism Debate

Understanding Consciousness Progress

Scaling and Consciousness

Meritocracy and Game Theory

Infinity and Symbolism

Critiquing Machine Learning

Power and Influence

Neural Networks' Extrapolative Abilities

Rationality and Utility

AI Creativity Debate

Emergence Debate

Master Algorithm Debate

Unifying Symbolic and Connectionist AI

Generalizing Intelligence

Relationalism in Data

Episode Highlights

Emergence and Reality

Infinity and Symbolism

Rationality and Utility

AI and Creativity

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MLST #78 - Prof. NOAM CHOMSKY (Special Edition)

#53 Quantum Natural Language Processing - Prof. Bob Coecke (Oxford)

#54 Gary Marcus and Luis Lamb - Neurosymbolic models

#72 Prof. KEN STANLEY 2.0 - On Art and Subjectivity [UNPLUGGED]

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#70 - LETITIA PARCALABESCU - Symbolics, Linguistics [UNPLUGGED]

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Prof. Subbarao Kambhampati - LLMs don't reason, they memorize (ICML2024 2/13)

#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]

#062 - Dr. Guy Emerson - Linguistics, Distributional Semantics

#96 Prof. PEDRO DOMINGOS - There are no infinities, utility functions, neurosymbolic

Topics covered

Popular Clips

Episode Highlights

Emergence and RealityPedro Domingos explores the concepts of emergence and relationalism, challenging traditional scientific paradigms. He discusses how these ideas can reshape our understanding of complex systems and the universe.

Emergence and Reality

Infinity and SymbolismPedro Domingos challenges the conventional understanding of infinity in mathematics and its implications for AI. He explores the limitations and potential of symbolic representation in advancing machine learning and logic.

Infinity and Symbolism

Rationality and UtilityPedro Domingos explores the intricate challenges of utility functions and their role in rational decision-making. He delves into game theory's application in optimizing multi-agent interactions, highlighting the complexities of aligning individual and societal goals.

Rationality and Utility

AI and CreativityPedro Domingos challenges the conventional view of creativity, asserting that AI can be as creative as humans. He also explores the potential of neurosymbolic AI to enhance machine intelligence by integrating symbolic reasoning with deep learning.

AI and Creativity

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