Case Studies

Proof of work.

Published research. Every number traces to the public write-up.

Does Multi-Agent Coordination Beat a Single Agent? We Tested It.Applied AI Research

Does Multi-Agent Coordination Beat a Single Agent? We Tested It.

Every multi-agent pitch faces the same fair question: where's the evidence that coordinating multiple AI agents produces better recommendations than one strong model with a longer prompt? Process metrics, like agents spawned and constraints extracted, demonstrate the system is doing something, not that it's doing something useful.

+15.2% Debate vs. single model+25% Reasoning depth97.7% Parallel synthesis
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