1. The article discusses the limitations of traditional silicon-based semiconductors in meeting modern performance demands; 2. It highlights breakthroughs in alternative materials like graphene and gallium nitride, which offer higher efficiency and miniaturization potential; 3. Challenges in mass production and integration with existing technologies are addressed as key hurdles for widespread adoption.