Distribution shift condition experiment verification using four types of samples. Credit: Advanced Science (2025). DOI: 10.1002/advs.202515694 The power that makes electric vehicles travel farther and smartphones last longer comes from battery materials. Among them, the core material that directly determines the performance and lifespan of a battery is the cathode material. What if artificial intelligence could replace the numerous experiments required for