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The verifier based vs verifier free test time scaling result is older than people act, and it keeps getting confirmed [D]

Via r/MachineLearning
Wednesday, Jun 24, 2026 · 12:41PM
Summary

The Setlur et al result that scaling test time compute without verification or RL is provably suboptimal keeps showing up in my reading and I think it deserves more weight than the "yet another scaling paper" treatment it got. The core claim is that verifier based methods, RL or search guided by a v

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