4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The speaker says AI models can combine existing knowledge in novel ways to solve tasks.

Tim Scarfe · AI 2040: Plan A report - Daniel Kokotajlo & Thomas Larsen · 8 Sep 2026

In their words

The transcript segments this claim was taken from

“is about adaptivity so it basically means that i can create novel combinations of things that we already know about um in service of solving a particular task now we know the models can do that there are some great adaptivity benchmarks like arc agi3 it will say oh this is amazing it will just put bits of knowledge together you know we should compare this to something like alpha go right because move 37 and you know there was always this huge exploration problem”
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