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OPSD is one approach to solving the sample-efficiency problem by squeezing all signal from scarce real-world experience into a tiny, well-targeted weight update.

factualpending

Speaker

Unidentified Speaker — What does the next training paradigm look like? [20p5-kQXF_Q]

Evidence Quote

“OPSD 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.”

Source

What does the next training paradigm look like?— Dwarkesh Patel
Created: 8/12/2026, 6:40:37 PM

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