4 sources healthy · latest episode 9 Nov 2026
prediction claim

If the approximately tenfold annual trend continued, the speaker projected that AI capability would progress from IMO gold-level tasks taking about 1.5 hours to tasks representing about 15 hours of human work the next year.

Unresolved speaker · Noam Brown – Agent swarms, alignment, & recursive self-improvement · 17 Sep 2026

In their words

The transcript segments this claim was taken from

“If we are following this trend line of like 10x every year,”
“we go from IMO gold,”
“which is taking an hour and a half to next year,”
“15 hours.”
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