@article{adaptiveandrobustcostawareproofofquality, title = {Adaptive and Robust Cost-Aware Proof of Quality for Decentralized LLM Inference Networks}, author = {Arther Tian and Alex Ding and Frank Chen and Simon Wu and Aaron Chan}, year = {2026}, eprint = {2601.21189}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.21189}, }