Mentatcurated
▸ Concept also: AGI, general AI, human-level AI

Artificial general intelligence

A machine that can do any cognitive task a human can — still a working definition more than a finished thing.

In a nutshell

Artificial general intelligence names the threshold where a machine stops being a specialist tool and can, in principle, do any intellectual task a person can. Current systems excel at narrow slices — writing, coding, image recognition — but fail in characteristic ways when the task shifts outside their training distribution. AGI means that failure mode disappears. What makes it hard: no agreed measure of when the threshold is crossed, real debate about whether more scale alone gets you there, and open questions about reasoning, planning, and grounding in the physical world.

Where it came from

Year2006
SourceShane Legg and Ben Goertzel (popularised the term)
Why it matteredThe abbreviation 'AGI' was coined around 2006 to distinguish the general-capability goal from narrow AI research.

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