From Efficiency to Adaptivity: A Deeper Look at Adaptive Reasoning in Large Language Models
arXiv:2511.10788v3 Announce Type: replace-cross
Abstract: Recent advances in large language models (LLMs) have made reasoning a central benchmark for evaluating intelligence. While prior surveys focus on efficiency by examining how to shorten reasonin…