Sogni Supernet is a decentralized creative AI inference network that delivers cutting-edge open-source models directly to artists, developers, and GPU owners - without cloud platform lock-in, enterprise filtering, and full creative autonomy. It adopts a dual layer DePIN GPU architecture (the fast layer can achieve rendering speed of less than 5 seconds on NVIDIA, while the easy layer utilizes idle Mac hardware), supports parallel batch processing of over 100 models and 512 images, and provides a privacy first user experience on native Mac/iOS applications and lightweight web/integrated clients.Token driven economy: SOGNI tokens are used for trading, staking, governance, and model royalties, while Spark points provide Web2 friendly and value stable rendering points.Supported by top venture capital firms and partners: Comma3 Ventures、Republic Ventures、Contango Digital、Oyster Ventures、ARC Singapore、DEXT Force Ventures、Nosana、Formless Capital、Gecko Ventures， And NVIDIA Inception Program and CoinMarketCap Accelerator....