# Cognitive Diversity

> Variation in how individuals (or AI agents) approach problems, process information, and reach conclusions.

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## Definition

Variation in how individuals (or AI agents) approach problems, process information, and reach conclusions. Research by Scott Page and others shows that cognitive diversity is a stronger predictor of group decision quality than individual expertise. In multi-agent AI, cognitive diversity is engineered through different personality traits, reasoning frameworks, and model providers — ensuring agents genuinely think differently rather than generating surface-level variation.


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