AI in Education
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The impact mechanism of artificial intelligence dependence on college students’ innovation capability: an empirical study from China

AI in Education Editorial•••Updated July 28, 2026•1 min read•Read source
The impact mechanism of artificial intelligence dependence on college students’ innovation capability: an empirical study from China
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ORIGINAL RESEARCH article Front. Educational Psychology Volume 16 - 2025 | https://doi.org/10.3389/fpsyg.2025.1732837 The impact mechanism of artificial intelligence dependence on college students’ innovation capability: an empirical study from China Z Y Zhixin Yang H D Hao Deng * N J Nan Jiang School of Management, Guangxi Minzu University, Nanning, China Article metrics View details Abstract Introduction: The rapid adoption of artificial intelligence (AI) in higher education has increased college students’ reliance on AI tools.

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Strategic Planning for AI Professional Development: Equipping Educators to Integrate AI as a Pedagogical Partner, Not Just a Tool

This article outlines a strategic framework for professional development, empowering educators to effectively integrate AI into their teaching practices. It moves beyond viewing AI as a mere tool, instead focusing on equipping educators to leverage AI as a sophisticated pedagogical partner. The aim is to enhance learning experiences and foster innovative instructional design.

Redefining Assessment and Feedback Strategies in the Age of Generative AI: From Plagiarism Detection to Promoting Critical AI Literacy

This article explores how the advent of generative AI necessitates a fundamental re-evaluation of assessment and feedback strategies in education. It advocates for a shift from solely focusing on plagiarism detection towards cultivating critical AI literacy among students. The piece outlines innovative approaches to integrate AI responsibly, ensuring academic integrity while equipping learners with essential skills for an AI-driven world.

People Also Ask

What is the best AI tool for students?▾
The most widely used AI tools for students include ChatGPT for writing and research assistance, Grammarly for grammar and clarity, and Khan Academy's Khanmigo for personalized tutoring. The best choice depends on the task: ChatGPT suits open-ended research, while Khanmigo guides students through problems step by step without just giving answers.
Is it cheating to use AI as a student?▾
Whether using AI counts as cheating depends on the school's academic integrity policy. Many institutions now allow AI for brainstorming, editing, or research but prohibit submitting AI-generated text as original work. Students should always disclose AI use when required and verify that AI-generated content is accurate before submitting.
How can AI help students learn more effectively?▾
AI helps students learn by providing instant feedback, adapting difficulty to individual pace, and offering on-demand explanations at any hour. Tutoring tools like Socratic by Google and Khanmigo guide students through reasoning rather than supplying direct answers, which research shows improves long-term retention.
Are there free AI tools for students?▾
Yes. ChatGPT (free tier), Google Gemini, Microsoft Copilot, and Perplexity AI are all free to use for students. Khan Academy's Khanmigo is free for US students, and many school districts provide licensed access to AI tools at no cost through institutional agreements.

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