Reasoning Effort and Problem Complexity: A Scaling Analysis in LLMs

Benjamin Estermann, Roger Wattenhofer

Large Language Models (LLMs) have demonstrated remarkable text generation capabilities, and recent advances in training paradigms have led to breakthroughs in their reasoning perfo…