4 sources healthy · latest episode 9 Nov 2026
descriptive claim

For energy-based models, the most expensive sampling computation is repeated at inference instead of being amortized during training.

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

In their words

The transcript segments this claim was taken from

“The most expensive part of sampling gets executed over and over again during inference,”
“instead of being amortized during training.”
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