Increasing agent count in a swarm yields diminishing performance returns compared to expanding token count for a single agent. Swarm architectures primarily benefit execution speed rather than raw intelligence gains.
HOW THIS AFFECTS YOU
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builderYou should prioritize context window expansion over agent proliferation for intelligence improvements.
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researcherThis suggests a ceiling on emergent reasoning via multi-agent coordination alone.