Google/China has recently launched two social-network products: OpenSocial and Knowledge Search (laiba.tianya.cn and wenda.tianya.cn). This talk presents the OpenSocial vision of Google, depicts the Web-scale data mining algorithms (e.g., Parallel Support Vector Machines and Parallel Dirichlet Allocation) that power the products, and motivates convergence of Search and Social Networks.