YoVDO

On the Measure of Intelligence by François Chollet - The ARC Challenge - Paper Explained

Offered By: Yannic Kilcher via YouTube

Tags

Machine Intelligence Courses Critical Thinking Courses Benchmarking Courses

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

Matter and Mind: A Philosophical Understanding
Hanyang University via FutureLearn
Simulate Machine Intel w/Fuzzy Logic, Google Sheets & BigML
Coursera Project Network via Coursera
Basics of Artificial Intelligence for beginners (AI)
Udemy
Is There Anything Special About Human Intelligence? - Vs. Non-Human Animals, Vs. Machines
MITCBMM via YouTube
Narrated Reality
Strange Loop Conference via YouTube