The AI Re-Think Blog

Autonomous agents can reason, plan, and execute. Context graphs give them institutional knowledge. But neither technology alone creates an AI system that gets better at its job over time. This paper introduces compounding intelligence — the architectural pattern that connects agents, graphs, and a feedback loop that enables self-improving judgment. Grounded in transformer attention theory and validated through four controlled experiments, it explains how to build enterprise A