04:00
2026-08-19
machinebrief.com
artificial-intelligence
Do Large Language Models Play Six Degrees of Separation? Measuring Topological Compression in Long-Context Manifolds
A new arXiv paper (2608.17950v1) reports that large language models (LLMs) organize their hidden state manifolds into Small-World networks, with deep reasoning layers compressing conceptual distances …