Smartphone manufacturers and chip makers are engaged in a silent battle in the field of large AI models, with the challenge of achieving end-side technology beyond 1 billion parameters becoming crucial. MediaTek and Qualcomm have become the focal points in mobile chip technology, as breaking through the limitations of Moore's Law presents a significant innovation challenge. The growing user demand for smarter, more personalized smartphones is driving the need for large model integration.