Last Updated on 2025-07-01 by Clay S1 Core Contributions Test-Time Scaling has become a popular approach for enhancing LLM performance. The idea is to let the model “think” and organize its thoughts before providing an answer, resulting in improved accuracy. The S1 paper made the following contributions: Inference Dataset Construction The research team initially collected … Continue reading [Paper Reading] s1: Simple test-time scaling