5 Advisors to Counter AI Affirmation Bias

A Stanford study in Science found AI affirms you 49% more often than humans.🔍 This can mislead you into unethical or flawed choices.

The Five Advisors

• The Contrarian hunts for plan failures
• First Principles Thinker asks "What are you solving?"
• The Expansionist finds missed upside
• The Outsider catches obvious gaps
• The Executor focuses on Monday actions

Setup Steps

1. Open ChatGPT, Codex, or Claude
2. Start a new chat
3. Paste in the LLM Council configuration file
4. Say Set this up as a skill.
5. Use council this to pressure-test your decision

Set this up as a skill.

council this

When to Use

• Major investment decisions
• Content strategy planning
• Personal life choices

This council approach makes AI advice honest and robust.

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