Mark Gubrud says AGI threshold met

That's less a technological milestone than a definitional flex: if the person who coined AGI says we've hit it, the real story is how elastic the acronym has become. The debate is now about which bar you care about, not whether the term still has a stable meaning.

• –Gubrud originally framed AGI as a warning about military and industrial automation, so his endorsement is historically ironic even if the bar is broad.
• –The split is familiar: one side treats benchmarked competence and fluent reasoning as AGI-adjacent, while the other wants durable autonomy, transfer, and long-horizon planning.
• –Demos and benchmarks can prove impressive capability without settling the harder question of reliability across domains.
• –For builders, the practical signal is capability maturity, not the acronym: shipping around concrete task success matters more than arguing over the label.