Shanghai AI Lab and partners used the Shu Shen large model and an automated R&D platform to solve the stability preparation of high-end KrF photoresist resin a key chip material This AI driven closed loop system shifts R&D from experience to data driven significantly improving material purity and consistency while shortening development cycles The breakthrough reduces reliance on foreign suppliers and supports greater independence in Chinas semiconductor supply chain with the technology now in client validation stages