Security Challenges and Reflections on Large Models

Abstract

The rapid development of large-scale AI models has revolutionized the technology industry, offering unprecedented opportunities for innovation across various sectors. This paper discusses the emergence of the "Hundred Model War" and the significant growth in large models, highlighting the potential for transformative applications in vertical fields such as automotive, medical, and finance. However, we also identify significant challenges, including safety ethics, governance systems, and the vulnerability of models to malicious attacks. The paper concludes with a call for the establishment of a comprehensive ethical governance system, improved safety supervision mechanisms, and the development of a public technology resource support platform to ensure the sustainable and healthy development of AI technologies.