AGI (Artificial General Intelligence)

AGI is the term for AI that matches or exceeds human capability across the full range of cognitive tasks — not just narrow specialties like playing chess or generating text, but the broader span of reasoning, planning, learning, and acting in the world.

Whether current AI is "close to AGI" depends almost entirely on how you define AGI. Frontier models in 2026 outperform humans on many specific benchmarks while still having reliability issues on tasks any 10-year-old could do. The honest take is: capabilities are advancing faster than safety frameworks, definitions are contested, and the term has been politicized by both AI labs and skeptics.

For operators, AGI debates are mostly a distraction. The relevant question is what current AI can reliably do for your business, not when AGI arrives. The companies winning with AI today are the ones who've stopped reading think pieces and started shipping evals.