4 sources healthy · latest episode 9 Nov 2026
descriptive claim

OPSD can improve sample efficiency by turning scarce real-world experience into a small, targeted model update.

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

“OBSD is one way to attack the sample efficiency problem.”
“You take this scarce real-world experience and you squeeze all the signal into a tiny well-targeted update.”
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