Savlar4 sources healthy · latest episode 15 Oct 2026
descriptive claim

For the discussed networks, achieving uniform accuracy is described as impossible or as requiring exponential resources in the number of parameters; identifying deviations from a reference also requires exponentially much data.

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

In their words

The transcript segments this claim was taken from

“And they basically show that for radio networks, it's not even possible. Or basically it is possible, but it's exponential in the number of parameters. Because basically what they say is when we have the the radius, we have two, effectively form like a hat. Something like this. And just figuring out kind of how to place and how to scale these hats is already like an N_P_ complete problem. Like oh, like rather you need an exponential amount of data to figure out kind of these these deviations from your reference. And”
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