AI Agents: Why They're Not as Intelligent as You Think

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I will be pushing AI agents to their absolute limits by testing the most powerful models available today against a computer chess model. The test reveals how effective LLM-powered AI agents are at planning and highlights some limitations that you must be aware of if you are building with AI agents.

Hands-on project (build a basic RAG app): https://www.educative.io/projects/bui...

Stay updated on AI, Data Science, and Large Language Models by following me on Medium:   / johnadeojo  

GitHub repo: https://github.com/john-adeojo/chess_llm

Mixture of agents paper: https://arxiv.org/pdf/2406.04692

Chapters
Introduction: 00:00
Python Script Run Through: 01:07
Single LLM Agent vs Chess Computer: 09:00
Multi-LLM Agent vs Chess Computer: 25:04
Mixture-of-Agents vs Chess Computer: 39:09
The limitations of LLM Agents: 53:17

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AI Agents: Why They're Not as Intelligent as You Think

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