On the Measure of Intelligence by François Chollet - The ARC Challenge - Paper Explained
Offered By: Yannic Kilcher via YouTube
Course Description
Overview
Explore the Abstraction and Reasoning Corpus (ARC) challenge, a proposed test of machine intelligence, in this in-depth video analysis. Delve into the 1000 tasks designed to evaluate rapid generalization based on human core knowledge priors, including concepts like object-ness, symmetry, and navigation. Examine the goals of ARC, its assumed priors with examples, and potential solutions. Discuss the consequences of solving the challenge and its potential weaknesses. Gain insights into the speaker's comments and ideas on this innovative approach to measuring and comparing artificial intelligence systems with human intelligence.
Syllabus
- Intro
- What is ARC?
- The Goals of ARC
- Assumed Priors & Examples
- An Imagined Solution
- Consequences of a Solution
- Weaknesses
- My Comments & Ideas
Taught by
Yannic Kilcher
Related Courses
Model ThinkingUniversity of Michigan via Coursera Fantasy and Science Fiction: The Human Mind, Our Modern World
University of Michigan via Coursera Introduction to Mathematical Thinking
Stanford University via Coursera Think Again: How to Reason and Argue
Duke University via Coursera Introduction to Philosophy
University of Edinburgh via Coursera