# s1: Simple test-time scaling

> Research article (Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025) · cited 33× · AI/ML

**Wikidata**: [openalex:W4416036482](https://www.wikidata.org/wiki/openalex:W4416036482)  
**Source**: https://4ort.xyz/entity/s1-simple-test-time-scaling