A long study reached this definition
AGI is an AI that can match or exceed the cognitive versatility and proficiency
of a well-educated adult.[^1]
AGI is a type of AI that would match or surpass human capabilities across virtually all cognitive tasks. (Wikipedia)
AGI is an acronym for Artificial General Intelligence
Definitions of AGI across sources:
| Source | Definition |
| ---------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Oxford Languages | a hypothetical form of artificial intelligence that can exhibit or simulate behavior as intelligent as, or more intelligent than, that of a human being. |
| Wikipedia | a type of artificial intelligence that would match or surpass human capabilities across virtually all cognitive tasks. |
| IBM | a hypothetical stage in the development of ML in which an AI system can match or exceed the cognitive abilities of human beings across any task. |
| Google | the hypothetical intelligence of a machine that possesses the ability to understand or learn any intellectual task that a human being can. |
| Amazon | a field of theoretical AI research that attempts to create software with human-like intelligence and the ability to self-teach |
Across these definitions, these two traits are present:
- Can match or surpass human capabilities across nearly all cognitive/intellectual tasks.
- AGI is hypothetical / theoretical; it may exist in the future, but does not yet.
Of these, I prefer the Wikipedia definition for these reasons:
- Shortest
- Avoids the bulky words like "theoretical" and "hypothetical", but still conveys future tense with "would match"
- Includes "virtually", conveying that humans may surpass AGI in edge cases, but only to an insignificant degree
- "Cognitive" is a concrete way of defining the tasks AGI would perform
[^1]: Hendrycks, Dan, Dawn Song, Christian Szegedy, et al. 2025. “A Definition of AGI.” arXiv:2510.18212. Preprint, arXiv, December 3. [https://doi.org/10.48550/arXiv.2510.18212](https://doi.org/10.48550/arXiv.2510.18212). [[hendrycksDefinitionAGI2025|Annotations]]