Optimization of Higher Vocational Artificial Intelligence Talent Cultivation Driven by New Quality Productive Forces

The rapid advancement of artificial intelligence(AI) and its deep integration into economic and social systems have made AI talent cultivation a strategic priority worldwide.In China,the concept of “New Quality Productive Forces” emphasizes innovation-driven development,advanced productivity structures,and emerging technology capabilities as the engine for transformation in key industries.Higher vocational education institutions-responsible for supplying applied,practice-oriented talent-face unprecedented challenges and opportunities under this paradigm.However,talent cultivation models in these institutions often lack alignment with industry needs,are insufficiently integrated with enterprises,and show gaps in AI literacy,ethical awareness,and safety governance.This study aims to explore an optimized pathway for AI talent cultivation in higher vocational education under the driving force of New Quality Productive Forces.It systematically analyzes the global AI talent demand trends,evaluates current models and shortcomings in Chinese higher vocational colleges,and draws lessons from international practices in AI and vocational training.The research integrates China’s strategic policy framework on AI and vocational education with global standards and competency frameworks,thereby designing a set of optimization strategies.These include: building job-competency-oriented curricula and evaluation systems; enhancing industry-education integration; strengthening AI ethics and security education; promoting modular courses and micro-credential systems; and ensuring sustainable development through supportive policy mechanisms.By synthesizing domestic and international sources,this study provides both theoretical guidance and actionable measures for reshaping AI talent cultivation systems in higher vocational institutions.The optimized framework aligns talent development with the emerging demands of high-tech industries,contributing to the formation of innovative,ethically responsible,and industry-ready AI professionals.