Savlar4 sources healthy · latest episode 15 Oct 2026
causal claim

Attention-generated fast weights enable sample-efficient in-context learning but have poor memory scaling.

Dwarkesh Patel · The next big breakthrough will be AIs learning on the job · 26 Jun 2026

In their words

The transcript segments this claim was taken from

“and models can do that in context, but using the fast weights that are built on the fly by attention,”
“which allows for the sample efficiency,”
“but scales very poorly in terms of memory.”
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