Are More Tokens Rational? Inference-Time Scaling in Language Models as Adaptive Resource Rationality

Zhimin Hu, Riya Roshan, Sashank Varma

Human reasoning is shaped by resource rationality -- optimizing performance under constraints. Recently, inference-time scaling has emerged as a powerful paradigm to improve the re…