A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality

Arther Tian, Alex Ding, Frank Chen +2

Decentralized large language model (LLM) inference networks can pool heterogeneous compute to scale serving, but they require lightweight and incentive-compatible mechanisms to ass…