Frontier models will plateau without operational data.
Public text is exhausted as a frontier. The next leap doesn't come from another trillion tokens of HTML — it comes from learning how a Series B founder rewrites a brief at 2am, how an engineering lead unblocks a stuck PR, how three teams coordinate a launch across six tools.