联合实验室是湾区AI生态“黏合剂”

Core Viewpoint - The Greater Bay Area is experiencing active technological innovation in the field of generative AI security, with the establishment of a joint laboratory playing a dual role as an ecosystem adhesive and a testing ground for the AI industry [2][4]. Group 1: Technological Innovation - The Greater Bay Area has attracted significant talent and investment, leading to notable advancements in model safety, trustworthiness, and quantitative assessment [4]. - A relatively complete industrial chain has begun to form, encompassing basic research, technology application, and security assurance, although there is still a need to improve the balance between application and security, as well as technology and standards [4]. Group 2: Localized Security Assessment System - The proposed localized security assessment system aims to provide targeted evaluations based on the actual business scenarios, data characteristics, and technical architecture of AI companies in the Greater Bay Area, helping to identify potential security risks [4]. - The establishment of local security standards will create unified regulations for AI industry development, clarifying safety baselines and development directions [4]. Group 3: Collaborative Governance - Effective AI governance requires coordination among government, industry, academia, and users, focusing on core security needs to build a collaborative system [5]. - The government can leverage institutional innovation advantages to set clear safety requirements and risk classification standards, while enterprises should prioritize safety indicators throughout the entire process of demand assessment, data governance, and model training [5]. Group 4: Future Expectations - The joint laboratory is expected to become a leading platform for AI security research and innovation, enhancing regional small and medium-sized enterprises' overall security capabilities through open-source sharing and ecological incubation [8]. - There is a suggestion to establish an AI security incident response and tracing center to improve the resilience and systematic response capabilities of the Greater Bay Area in the face of sudden AI risks [8]. Group 5: Unique Role of the Joint Laboratory - The joint laboratory serves as an adhesive by integrating various core advantages and promoting deep collaboration among government, industry, academia, and users, facilitating a seamless connection from algorithm optimization to risk identification and application protection [9]. - It acts as a testing ground for the industry, exploring safe innovation paths through full-chain algorithm exploration and application validation, while also advancing cross-border financial security testing and data compliance [9].