Preprint Open access
Looking Inside LLMs: Small-World Connectivity as a Signature of Reasoning Performance
Understanding large language model (LLM) reasoning requires looking beyond behavioral performance to examine how reasoning ability is reflected in internal organization. Inspired by neuroscience findings linking higher intelligence to stronger small-world organization in functional brain networks, we investigate small- …