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Educability - Understanding Higher-Level Intelligence

Offered By: Simons Institute via YouTube

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Cognitive Sciences Courses Artificial Intelligence Courses Psychology Courses Machine Learning Courses Neuroscience Courses Computational Learning Theory Courses

Course Description

Overview

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Explore the concept of "educability" in this virtual talk by Leslie Valiant from Harvard University. Delve into the capability that distinguishes humans from other species and has enabled the development of civilization. Examine the need for a computationally defined concept that explains humanity's achievements, going beyond traditional notions of intelligence. Learn how educability synthesizes abilities to learn from experience, learn from others, and chain together knowledge acquired at different times. Discover connections between this concept and recent advancements in artificial intelligence, particularly in Large Language Models. Investigate how understanding human capabilities can provide goals for future technology. Consider both the upsides and downsides of educability, explore its parameters, and reflect on its implications for singularity and eugenics. Engage with thought-provoking questions about this essential human capability and its potential impact on our future.

Syllabus

Introduction
Subtle Science
Understanding Human Capabilities
Cognitive Capabilities
Civilization Enable
Definition of Educability
Learning by example
Robust logic
Robot logic
Quantitative things
Learning from others
Upside of Educability
Downside of Educability
How to become more educable
Parameters
Singularity
Eugenics
Questions


Taught by

Simons Institute

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