美国高校正大力推进人工智能教育，面向全校学生开放AI课程和项目，即使他们并非计算机科学专业学生。[1]这一举措反映出高校对AI素养的新认识——不仅是技术人员的需求，而是全体毕业生的必修课。
多所知名大学已采取具体行动。德克萨斯大学奥斯汀分校计算机科学系主任彼得·斯通表示："我认为每个人都需要某种程度的AI素养。"[1]普渡大学实施了新的AI毕业要求，[1]哈佛大学在大一写作课中教授大语言模型的工作原理，[1]俄亥俄州立大学建立了AI素养要求，包括动手实验工作坊。[1]为适应这一需求，高校正加快课程审批速度。弗吉尼亚联邦大学曾需要一年半来设计和批准课程，如今已将时间缩短至数周到数月。[1]西北大学计算机科学系主任萨米尔·库勒表示："总体而言，课程将变得更容易获得。"[1]
与此同时，春季入学数据显示四年制大学计算机和信息科学专业的招生人数下降超过8%。[1]尽管传统计算机科学专业的招生在萎缩，但各校对通识AI教育的投入反而在加强，表明高等教育对AI技能的理解已从专业化需求转向普遍化需求。
American universities are racing to democratize artificial intelligence education in response to surging student and employer demand for AI skills. While undergraduate enrollment in computer science and information science programs declined by more than 8 percent in spring enrollment data, colleges across the country are simultaneously expanding AI learning opportunities to students outside traditional computer science disciplines.[1]
Institutions are accelerating their course development timelines to meet this demand. Virginia Commonwealth University has reduced its course design and approval process from approximately one and a half years to weeks or months, making it possible to rapidly deploy new AI curricula.[1] Several major universities have implemented systemic changes: Purdue University has instituted new AI graduation requirements, Harvard University is teaching large language model fundamentals in first-year writing courses, and Ohio State University has established AI literacy requirements featuring hands-on workshops.[1]
Faculty leadership at leading institutions emphasize the necessity of broad AI competency. Peter Stone, the computer science department chair at the University of Texas at Austin, stated that "everybody needs a degree of AI literacy."[1] Similarly, Samir Khuller, director of Northwestern University's computer science department, noted that "classes are going to be a lot more accessible moving forward."[1] These efforts reflect universities' recognition that AI knowledge has become essential preparation for students across multiple disciplines to meet evolving workplace expectations.