Your AI Demo Is a Lie: The Ugly Truth About Productionizing LLMs
Your AI demo is flawless. Production is a nightmare. The difference isn’t model capability—it’s product design. The real issue? LLMs are trained to guess, and most products force them to answer even when evidence is thin. Here’s why the gap between a stunning demo and reliable AI isn’t a model problem—it’s a design problem that requires better boundaries.