Nillion enables the training and inference of AI models in a secure and confidential manner, creating the backbone of secure personalized AI. Nillion's secure computing network forms a confidential backend for other DePIN networks while creating the foundation for diverse physical resource networks to be built such as in IoT, Agriculture, or Supply chains. Privacy-Enhancing Technologies built directly into Nillion's infrastructure make it possible to store sensitive, confidential, or otherwise valuable data by distributing trust and relying on the highest cryptographic security standard - Information-Theoretic Security.