【目的/意义】 在AI背景下，从知识化视角研究面向数字化转型的数智治理、破解数智治理难题的思路以及智慧型人才的培养具有重要的意义。 【方法/过程】 从知识化视角，基于治理与复杂系统思想，分析AI、数字化转型以及数智治理的知识化与知识深化的过程；揭示人与AI双主体双智力、AI的数智化双刃剑溢出性共生性特征，以及数智治理的要素、特征、优势与难题；针对难题归结为人的“端正认真实事求是”的态度、“人文素养学养修为以及学习体验洞悉与思维逻辑认知能力”的修养能力问题，进而分析知识、智力、灵性、认知与智慧的知识化升华过程，提出破解治理难题的智慧教育，培养智慧型人才的思路。 【结果/结论】 数字化转型以及数智治理需要拥有“端正认真实事求是”正确态度和深厚人文底蕴的有智慧的人才，通过高校、企业、城市治理以及个人修养，培养AI背景下数字化转型及其数智治理亟需的智慧型人才，为实现数字化转型支撑做实做大做优做强数字经济做出应有的贡献。

[Purpose/Significance] Under the background of AI, it is of great significance to study the digital transformation of digital governance, the ideas for solving the problems of digital governance, and the cultivation of intelligent talents from a knowledge-based perspective. [Method/Process] Based on the ideas of governance and complex systems, this paper analyzed the process of knowledge-based and knowledge deepening in AI, digital transformation, and digital governance; revealed the dual subject dual intelligence of humans and AI, the spillover symbiotic characteristics of AI's digital intelligence, as well as the elements, characteristics, advantages, and challenges of digital governance. In response to the problem of human cultivation ability, which is attributed to the attitude of "upright, serious, and pragmatic", the cultivation of "humanistic literacy, learning experience, insight, and cognitive ability of thinking logic", this paper analyzed the process of knowledge-based sublimation of knowledge, intelligence, spirituality, cognition, and wisdom, and proposed the idea of smart education to solve governance problems and cultivate intelligent talents. [Result/Conclusion] Digital transformation and governance require intelligent talents with a "correct, serious, and pragmatic" attitude and a profound humanistic background. Through universities, enterprises, urban governance, and personal cultivation, to cultivate the intelligent talents urgently needed for digital transformation and digital governance under AI, and make due contributions to supporting the implementation, expansion, optimization, and strengthening of the digital economy.