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Large Language Model (LLM) As A System Of Multiple Expert Agents: An Approach To Solve The Abstraction And Reasoning Corpus (ARC) Challenge

Abstract

We attempt to solve the Abstraction and Reasoning Corpus (ARC) Challenge using Large Language Models (LLMs) as a system of multiple expert agents. Using the flexibility of LLMs to be prompted to do various novel tasks using zero-shot, few-shot, context-grounded prompting, we explore the feasibility of using LLMs to solve the ARC Challenge. We firstly convert the input image into multiple suitable

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