May 29, 2026

Researchers automated LLM reasoning strategy design and cut token usage by 69.5%

a black and white photo of a tall building
Christian GAFENESCH / Unsplash

Test-time scaling (TTS) has emerged as a proven method to improve the performance of large language models in real-world applications by giving them extra compute cycles at inference time. However, TTS strategies have historically been handcrafted, r...