简述了基于波物理特性人工智能超材料的研究背景，总结了人工智能超材料的核心思想在于“学习感知”，指出了实现人工智能超材料的关键在于如何构建超材料动力学模型，并分析其与人工智能模型的关联.基于波操纵的人工智能超材料将会为突破信息感知与处理的传统技术难题开辟新的思路，具有广阔的应用前景.

This paper briefly describes the research background of wave physics-based artificial intelligence (AI) metamaterials. The core idea of AI metamaterials is “learned sensing”. The key point of realizing AI metamaterials is how to build dynamics model of metamaterials, and analyze its association with AI model. The wave-manipulation-based AI metamaterials will open up a new way to breaking through the traditional technical problems of information perception and processing, and therefore, have broad application prospects.