代理式AI赋能红色文化传承的范式突破与路径建构（Paradigmatic breakthrough and path construction of empowering the inheritance of red culture through agent-based AI）
张磊 Lei Zhang, 庞健 Jian Pang · 澳门求索（Quest Macau） · 2025
Abstract： Against the policy background of China's vigorous promotion of the "AI+" Initiative and the high-quality development of culture, the digital transformation of red culture has become a core issue in the construction of spiritual civilization in the new era. At present, the application of generative AI in the field of red culture inheritance still has inherent limitations, including passive response, content homogenization, fragmented empowerment, and inadequate value guidance. Taking Agentic AI as the technical anchor, this paper elaborates the inherent logic and value coupling of the integration between Agentic AI and red culture inheritance based on the contemporary connotation of red culture inheritance and the technical characteristics of Agentic AI. It systematically sorts out the overall landscape and core bottlenecks of existing AI-enabled practices, constructs three innovative paths for Agentic AI to empower red culture inheritance, and defines the value boundaries and risk prevention and control system of technology application from three dimensions: historical authenticity, educational function, and ethical norms. The research demonstrates that with the core technical features of autonomy, collaborativeness and iterability, Agentic AI can break through the paradigm limitations of generative AI, realize full-process intelligent empowerment for red culture inheritance, and provide a brand-new technical paradigm for the inheritance of red culture in the digital era.