ChatGPT marks its third anniversary since its launch on November 30, 2022, highlighting a shift in the AI industry from model size to system efficiency and integration. The AI landscape is now defined by the development of sustainable operational systems rather than merely powerful models. The market is dividing into three ecosystems: platform giants, pure model companies, and vertical industry AI players, indicating a move from a technical arms race to a systems-focused competition.