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Francois Chollet, Mike Knoop - LLMs won’t lead to AGI - $1,000,000 Prize to find true solution

Dwarkesh Podcast

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Understanding Arc-like Challenges

An Arc challenge resembles an IQ test puzzle where demonstration input-output pairs are provided. These pairs consist of two grids: one grid showing the input and the other showing the expected response. Participants must understand the task by analyzing the demonstration pairs and then apply this knowledge to generate the correct output for a new test input. Core knowledge required for solving Arc challenges includes understanding of object composition, basic counting, geometry, topology, and symmetries.

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