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Unless a domain can produce a very replayable training target, models will struggle to make much progress, and the reason for this is that models are incredibly sample-inefficient during training.

causalpending

Speaker

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

Evidence Quote

“unless you can build a very replayable training target for a domain, the models will struggle to make much progress. And the reason this is true, of course, is that the models are incredibly sample-inefficient during training.”

Source

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

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