AIGC技术的崛起正深刻变革音视频文创产业，催生了全新的人才需求，但当前教育体系在课程、能力及产业对接上的滞后，导致人才供给与市场需求严重错配。为应对此挑战，本文剖析了人才供需现状与根源，并基于CDIO-CBE理念，构建了一个涵盖目标、课程、教学与评价的人才培养适配模型。该模型旨在实现教育供给与产业需求的动态耦合，为AIGC时代的人才高质量培养与产业精准对接提供创新性解决方案。

The advent of AIGC technology is profoundly transforming the audio-visual cultural and creative industry, giving rise to novel talent demands. However, the current education system’s lag in curriculum, competency development, and industry alignment has led to a severe mismatch between talent supply and market demand. To address this challenge, this paper analyzes the current state and root causes of this talent supply-demand issue and, based on the CDIO-CBE philosophy, constructs a talent cultivation adaptation model that encompasses objectives, curriculum, pedagogy, and evaluation. This model aims to achieve a dynamic coupling between educational supply and industrial demand, providing an innovative solution for the high-quality cultivation of talent and precise industry alignment in the AIGC era.