The performance of AI agents can be significantly impacted by organizing them based on corporate structures found in big tech companies. Competitive teams like those in Microsoft and Apple outperform centralized hierarchies seen in Google and Amazon. This experiment suggests that just as human organizational structures shape problem-solving approaches, so too can the structured interactions of AI agents. Although adding more agents improves accuracy to an extent, future advancements will likely depend on enhancing agents' logical reasoning capabilities and providing better tools.

7m read timeFrom alexsima.substack.com
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Software and big tech organization theoryThe experimental setupResults and SWE-bench-dockerAn analysis on org chart performanceWhat’s next? My thoughts on advancements in SWE-bench
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