Knowledge Benchmarks

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Lambert: RLVR on math does not degrade knowledge benchmark performance
“I think part of the intuition of RLVR is that the model is good at knowing which prompt area it is, which is why the models don't get worse on knowledge benchmarks if you're trading on like just math or precise instruction following. So the model just kind of …”
Nathan Lambert Jul 31, 2025 ▶ 59:33 The RLVR Revolution — with Nathan Lambert (AI2, Interconnects.ai)

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