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2025年7月26日 星期六

How Do You Teach Computer Science in the AI Era?AI 時代的資訊科學該怎麼教?

114.7.26(Samedi 26 juillet 2025

Carnegie Mellon University has a well-earned reputation as one of the nation’s top schools for computer science. Its graduates go on to work at big tech companies, startups and research labs worldwide.

Still, for all its past success, the department’s faculty is planning a retreat this summer to rethink what the school should be teaching to adapt to the rapid advancement of generative artificial intelligence.

The technology has “really shaken computer science education,” said Thomas Cortina, a professor and an associate dean of the university’s undergraduate programs.

Computer science, more than any other field of study, is being challenged by generative AI.

The AI technology behind chatbots such as ChatGPT, which can write essays and answer questions with humanlike fluency, is making inroads across academia. But AI is coming fastest and most forcefully to computer science, which emphasizes writing code, the language of computers.

Big tech companies and startups have introduced AI assistants that can generate code and are rapidly becoming more capable. And in January, Mark Zuckerberg, Meta’s CEO, predicted that AI technology would effectively match the performance of a midlevel software engineer sometime this year.

Computer science programs at universities across the country are now scrambling to understand the implications of the technological transformation, grappling with what to keep teaching in the AI era. Ideas range from less emphasis on mastering programming languages to focusing on hybrid courses designed to inject computing into every profession, as educators ponder what the tech jobs of the future will look like in an AI economy.

Heightening the sense of urgency is a tech job market that has tightened in recent years. Computer science graduates are finding that job offers, once plentiful, are often scarce. Tech companies are relying more on AI for some aspects of coding, eliminating some entry-level work.

The National Science Foundation is funding a program, Level Up AI, to bring together university and community college educators and researchers to move toward a shared vision of the essentials of AI education. The 18-month project, run by the Computing Research Association, a research and education nonprofit, in partnership with New Mexico State University, is organizing conferences and round tables and producing white papers to share resources and best practices. (Steve Lohr)

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