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Lab Stack · Dec 28, 2025

Symposion

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The Problem: AI Echo Chambers When multiple AI agents work together, they can fall into consensus traps: Agents agree too quickly without genuine reasoning Debate quality degrades as agents optimize for agreement Goodhart’s Law manifests: agents game consensus metrics Implementation plans lack diverse perspectives Symposion tackles this by orchestrating structured debates with explicit…

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