Every AI system degrades over time in a live conversation or multi-step workflow. This is context decay — and it is the root cause of most AI failures in production. Wilson breaks down the mechanics of context decay, how it surfaces in real products, and the architectural patterns that prevent it. Based on the Drift Thesis framework and real production systems with 6 models in a live UCB1 router.