4 sources healthy · latest episode 9 Nov 2026
descriptive claim

RL updates a model only to the extent needed to achieve the desired outcome.

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

“You only change the model as much as is absolutely necessary to achieve the outcome,”
“and no more.”
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RL updates a model only to the extent needed to achieve the desired outcome. · Savlar