XploreLab’s mission presents many exciting algorithmic and optimization challenges across different product areas including AI Search, Biological computing, and AI RAG. These include optimizing systems such as AI molecular dynamics simulation, as well as AI intention recognition and AI recommendation algorithm. Other than employing new algorithmic ideas to impact millions of users, XploreLab researchers contribute to the research institution in these areas by publish papers and cooperative research .