The AI field has been blaming the model for a system architecture failure. Hallucination is not randomness — it is context decay. When an AI system loses coherent context, it fabricates to fill the gap. This talk shows how to architect AI systems that maintain context integrity at scale — and why the solution is structural, not probabilistic. Based on the Drift Thesis and System Architect newsletter.