S³ is a verifier-guided stratified search over denoising trajectories that reallocates inference compute to improve output quality from fixed diffusion language models on reasoning benchmarks.
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$S^3$: Stratified Scaling Search for Test-Time in Diffusion Language Models
S³ is a verifier-guided stratified search over denoising trajectories that reallocates inference compute to improve output quality from fixed diffusion language models on reasoning benchmarks.