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Sam Altman casually claimed in late 2025 that AGI had already arrived without anyone noticing.
At the same time, three quarters of the field’s researchers said current methods probably can’t get there at all.
The reason both statements can coexist is that nobody actually agrees on what AGI means.
This video traces the surprisingly obscure origin of the term, from a university basement in 1997, through at least six competing definitions from major institutions and researchers.
The definition you choose determines whether AGI has already happened, is a few years away, or is a concept that was never coherent in the first place.
Chapters
00:00 – Intro
01:56 – The Origins of the Term
04:31 – Definition
06:40 – Six Competing Views of AGI
09:44 – The Case That AGI Is Already Here
11:06 – The Case Against
14:45 – Signs of Progress
Sources to Google
Steven Levy – The Man Who Invented AGI (Wired, October 2025)
Shane Legg, Sebastien Bubeck et al – Levels of AGI: Operationalizing Progress on the Path to AGI (DeepMind, 2023)
Dan Hendrycks, Gary Marcus et al – Defining and Evaluating AGI: A Metrics-Based Approach (October 2025)
Francois Chollet – ARC-AGI Benchmark
Nick Bostrom – Superintelligence: Paths, Dangers, Strategies
Daron Acemoglu – The Simple Macroeconomics of AI (2024)
UCSD Researchers – Is Artificial General Intelligence Already Here (Nature, February 2026)
Gary Marcus – Rumors of AGIs Arrival Have Been Greatly Exaggerated (February 2026)
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