How Do You Do AI? Notes from the ground on tackling AI in the classroom and beyond.

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Title: How Do You Do AI? Notes from the ground on tackling AI in the classroom and beyond.
Authors: SHYR, LUNA
Source: Liberal Education. Fall2025, Vol. 111 Issue 4, p20-29. 10p.
Subject Terms: *Artificial intelligence, *Higher education, *Ethical problems, *General education, *Critical thinking, *Education ethics, *Education policy, *Teaching models
Geographic Terms: United States
Abstract: The article discusses the evolving role of artificial intelligence (AI) in higher education and its implications for teaching and learning. It highlights a survey indicating that 93% of U.S. higher education leaders anticipate significant changes to teaching models due to AI, yet over half feel unprepared to equip students for AI-driven jobs. Faculty members are encouraged to develop clear AI policies and engage students in discussions about the ethical, economic, and environmental impacts of AI, as well as issues of academic integrity. The article emphasizes the importance of critical thinking and responsible AI use, suggesting that while AI can enhance learning, it should not replace essential human skills and relationships fostered through liberal education. [Extracted from the article]
Copyright of Liberal Education is the property of American Association of Colleges & Universities and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Education Research Complete
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  Data: The article discusses the evolving role of artificial intelligence (AI) in higher education and its implications for teaching and learning. It highlights a survey indicating that 93% of U.S. higher education leaders anticipate significant changes to teaching models due to AI, yet over half feel unprepared to equip students for AI-driven jobs. Faculty members are encouraged to develop clear AI policies and engage students in discussions about the ethical, economic, and environmental impacts of AI, as well as issues of academic integrity. The article emphasizes the importance of critical thinking and responsible AI use, suggesting that while AI can enhance learning, it should not replace essential human skills and relationships fostered through liberal education. [Extracted from the article]
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  Data: <i>Copyright of Liberal Education is the property of American Association of Colleges & Universities and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Text: English
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      – SubjectFull: Artificial intelligence
        Type: general
      – SubjectFull: Higher education
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      – SubjectFull: Ethical problems
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      – SubjectFull: Critical thinking
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      – SubjectFull: Education ethics
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      – SubjectFull: Education policy
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      – TitleFull: How Do You Do AI? Notes from the ground on tackling AI in the classroom and beyond.
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              Text: Fall2025
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