A lot of the anxiety around AGI stems from projecting human psychometrics onto software. We talk about models getting smarter as if they have an IQ that can be measured along a single axis. Trying to assign an IQ score to an algorithm that can instantly parse gigabytes of text but stumbles on basic common-sense physics shows how poorly the concept fits.