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How to ThinkIn the Age of AI
Principlev1PR-1127

Coordination costs between agents grow quadratically…

Coordination costs between agents grow quadratically (n(n-1)/2) while value grows linearly, establishing a natural upper bound on portfolio size before overhead exceeds benefit.

Why This Is a Principle

Directly applies The number of unique communication channels in a team of n… (communication channels formula) to cognitive agents, combined with Working Memory Capacity Limit (working memory limits). This is a mathematical derivation from known axioms about coordination and capacity. Highly confident this is a principle—it's derived, actionable (set portfolio limits), and general.