August 16, 2026

Are you paying an AI ‘swarm tax’? Why single agents often beat complex systems

MacBook Air beside green plant on white wooden surface
Goran Ivos / Unsplash

Enterprise teams building multi-agent AI systems may be paying a compute premium for gains that don't hold up under equal-budget conditions. New Stanford University research finds that single-agent systems match or outperform multi-agent archite...