Savlar4 sources healthy · latest episode 15 Oct 2026
causal claim

Mathematicians and scientists develop increasingly abstract knowledge and representations to make that knowledge less changeable as they interact with real-world problems.

Tim Scarfe · Why Scaling Prediction Cannot Create Intelligence - Alexander Mattick · 21 Sept 2026

In their words

The transcript segments this claim was taken from

“and hit afterwards your question but when you let go he would shape shift so so um there's this thing that with problems in the real world when we interact with them they shape shift and they're non-stationary but what we try to do though as mathematicians and scientists is is we learn knowledge and representations at an increasingly high level of abstraction and the purpose of that is that the knowledge is less shape shifty so it kind of feels like we almost need to have”
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