About the Author
Jeremy McEntire has spent his career at the intersection of software engineering, organizational dynamics, and the coordination problems that determine whether complex systems produce value or consume it. His work bridges theory and practice in a way that is unusual in either domain: he builds the systems, runs the experiments, and writes the analysis.
His multi-agent AI research produced four distinct coordination architectures — Pact (contract-first mechanical verification), Swarm (formation-driven autonomous engineering), Emergence (stigmergic decentralized coordination), and Apprentice (adaptive model distillation) — each designed to test a specific hypothesis about when and why multi-agent systems fail. The controlled ...
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