An AI Hard Technology System Cycle Under Security Constraints: The 15th Five-Year Industrial Roadmap 十五五产业路线图：安全约束下的AI 硬科技系统周期

This content analyzes the 15th Five-Year industrial cycle, driven by AI, hard technology deployment, and government/enterprise demand under strict security constraints. It outlines key industry features and risks, focusing on long-term state and institutional adoption.