Study: PLDR-LLMs Reason At Self-Organized Criticality

Abstract This paper investigates the reasoning capabilities of PLDR-LLMs (Pretrained Large Deductive Reasoning Language Models) that are pretrained at a state known as self-organized criticality. The authors demonstrate that these models exhibit reasoning abilities during inference, which is a crucial…








