The Model Is Not the Problem. The System Around It Is.

What nobody tells you about running GenAI at scale! The Hook Nobody Wants to Hear Anyone can call an API. Almost no one can run GenAI reliably at scale. I know that sounds harsh. But after spending two years deploying self-hosted large language models for a platform serving tens of thousands of users - with privacy constraints that ruled out every managed API on the planet - I mean every word of it. The hardest part of GenAI isn’t the model. It’s everything that comes after the works. The numbers back this up.