LLMs are fundamentally inadequate to the tasks we desire to project them into. Not because they're dumb or unimpressive, but question-answering isn't collaboration. A model can remix everything humanity has ever written. It cannot act, observe, and adapt. That's where the utility we're chasing actually lives. No amount of scaling closes the gap.