descriptive claim
The speaker estimates that a human mathematician can solve a GSM-AK problem in about five seconds and identifies GSM-AK as grade-school mathematics covering grades K–8.
Unidentified speaker · Noam Brown – Agent swarms, alignment, & recursive self-improvement · 17 Sept 2026
In their words
The transcript segments this claim was taken from
“that would take a human mathematician about five seconds to do a GSM-AK problem.”
“So this is grade school math,”
“grades K through 8.”Play from 24:39Report a misattribution
90%how strongly it was put, not whether it is true
55%importance to the conversation
94%confidence the claim was read correctly