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构建认知AI素养：检测学生与AI共同编程中的认知目标和过程Constructing Epistemic AI Literacy: Detecting Epistemic Aims and Processes in Student-AI Co-Programming

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以下内容为 AI 自动翻译，英文原文附后供参考。

摘要

最近在arXiv上发布的一项研究引入了认知AI素养（EAIL）的概念，考察学生在编程任务中如何与生成性AI互动。研究强调了一个令人担忧的趋势：许多学生表现出缺乏EAIL，常常诉诸于非掌握导向的目标，并在与AI合作时采用较不有效的策略。这一发现凸显了促进对AI认知过程更深入理解的重要性，以提升学生学习成果和编程技能。

A recent study published on arXiv introduces the concept of Epistemic AI Literacy (EAIL), which examines how students engage with generative AI during programming tasks. The research highlights a concerning trend: many students demonstrate a lack of EAIL, often resorting to non-mastery-oriented goals and employing less effective strategies when collaborating with AI. This finding underscores the importance of fostering a deeper understanding of AI's epistemic processes to enhance student learning outcomes and improve their programming skills.

要点

  1. 研究强调了学生需要提高认知AI素养。

    The study emphasizes the need for improved Epistemic AI Literacy among students.

  2. 大多数学生目前与AI的互动方式并未促进编程技能的掌握。

    Most students currently engage with AI in a way that does not promote mastery of programming skills.

  3. 与生成性AI互动的有效策略对于提升教育成果至关重要。

    Effective strategies for interacting with generative AI are crucial for enhancing educational outcomes.

为何重要

这项研究的重要性在于揭示了AI素养中的教育差距，这可能影响学生在学习过程中有效利用AI工具的能力。

This research is significant as it sheds light on the educational gaps in AI literacy, which can impact students' ability to effectively utilize AI tools in their learning processes.

按谁的角度看

产品经理

对于产品经理而言，理解EAIL的重要性可以指导教育工具的开发，更好地支持学生掌握AI互动。

For product managers, understanding the importance of EAIL can guide the development of educational tools that better support students in mastering AI interactions.

开发者

开发者和工程师应认识到创建不仅能辅助编程，还能促进用户深入学习和掌握的AI系统的必要性。

Developers and engineers should recognize the need for creating AI systems that not only assist in programming but also promote deeper learning and mastery among users.

学生与求职者

对于学生和求职者而言，这项研究强调了发展强大AI素养技能的必要性，这在就业市场中越来越重要，并能提升他们的编程能力。

For students and job-seekers, this study highlights the necessity of developing strong AI literacy skills, which are increasingly important in the job market and can enhance their programming capabilities.

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