AI researchers pay high cloud costs for model inference while millions of idle home devices sit unused. A peer-to-peer compute network could connect these resources.
Develop coordination software that securely partitions inference jobs across volunteer devices. Monetize by taking a cut of compute cost savings.
Start with simple proof-of-concept distribution for small models on volunteers' gaming PCs.
Network reliability and heterogeneous hardware make consistent performance challenging.