As AI develops rapidly across both cloud and edge environments, major chipmakers are devoting less attention to chip specifications and more to system-level design and ecosystems. For IC design leaders, moving into the system layer has become a key factor for upgrading in the AI era, because simply supplying chips is no longer enough to stay competitive in AI product lines.