AI Boosts Student Learning Efficiency but Raises Concerns Over Critical Thinking and Academic Integrity

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FORMOSA NEWS - Bali - A 2026 study published in the Formosa Journal of Science and Technology reveals that artificial intelligence (AI) is transforming how university students learn, helping them work faster and understand complex material, while also raising concerns about reduced critical thinking and academic authenticity. The research was conducted by I Ketut Surata of IKIP Saraswati Bali, Sudiadharma of Universitas Negeri Makassar, and Pierre Marcello Lopulalan of Politeknik Pelayaran Banten. Their findings highlight a growing tension between efficiency and integrity in AI-assisted academic work.

The study comes at a time when AI tools especially generative systems capable of producing text and ideas are becoming deeply embedded in higher education. Students now rely on AI for tasks ranging from summarizing academic papers to drafting essays. This shift is reshaping not only how students complete assignments but also how they engage with knowledge itself.

AI in Education: Opportunity and Concern

The rapid adoption of AI in universities reflects broader digital transformation trends. AI enables personalized learning, instant feedback, and easier access to information. These benefits have made it a powerful tool for improving academic performance and engagement.

However, the same technology also introduces new challenges. Questions about academic integrity, originality, and genuine understanding are becoming increasingly urgent. Educators and institutions are now grappling with how to integrate AI without compromising the core values of higher education.

How the Study Was Conducted

The research team used a qualitative approach to explore students’ real experiences with AI in academic work. They conducted in-depth, semi-structured interviews with undergraduate students from various disciplines who had been using AI tools for at least one semester.

Each interview lasted between 30 and 60 minutes and focused on how students use AI, what benefits they experience, and how they perceive the authenticity of their learning. The researchers then analyzed the data using thematic analysis, identifying patterns and key themes in students’ responses.

Key Findings: Four Major Themes

The study identified four main ways students experience AI in their academic lives:

1. AI as a Learning Support Tool

Students widely view AI as a helpful assistant for understanding difficult concepts. Many use it to:

  • simplify complex theories,
  • summarize lengthy academic materials,
  • provide initial explanations before deeper study.

AI often acts as a “first step” in the learning process, helping students grasp the basics before turning to textbooks or journal articles.

2. Increased Efficiency in Academic Tasks

AI significantly reduces the time needed to complete assignments. Students reported using AI to:

  • generate initial ideas,
  • create outlines for essays,
  • improve grammar and academic writing style.

This efficiency is especially valuable when students face multiple deadlines. However, many students emphasized that they still revise AI-generated content to reflect their own understanding.

3. Risk of Overreliance

Despite its benefits, AI use can lead to dependency. Some students admitted that frequent use of AI reduces their motivation to think deeply about the material.

There is also a risk that students may copy AI-generated answers without fully understanding them. This raises concerns about the long-term development of critical thinking and analytical skills.

4. Reflection on Learning Authenticity

Students are increasingly aware of the ethical implications of using AI. Many question whether their work truly represents their own knowledge when AI is heavily involved.

This awareness leads to a more cautious approach, with students ცდილuing to balance efficiency with academic integrity.

Academic Insight from the Researchers

I Ketut Surata of IKIP Saraswati Bali explains that AI should not replace the learning process itself. Instead, it should support it.

Surata and his colleagues note that students who use AI responsibly tend to treat it as a cognitive tool rather than a shortcut. They emphasize that authentic learning still depends on active thinking, reflection, and personal engagement with the material.

The researchers highlight that “over-reliance on AI has the potential to reduce students’ involvement in critical thinking and weaken their sense of ownership over academic work,” underscoring the need for responsible use.

Real-World Implications for Education

The findings have important implications for universities, educators, and policymakers:

1. Clear guidelines are needed
Universities must establish policies on how AI can be used in academic work to maintain fairness and integrity.

2. Digital literacy must be strengthened
Students need training not only in how to use AI tools, but also in understanding their limitations and ethical implications.

3. Teaching methods must evolve
Educators may need to redesign assignments to encourage critical thinking, creativity, and independent analysis, even in an AI-supported environment.

4. Balanced integration is key
AI should enhance learning, not replace it. When used correctly, it can improve both efficiency and understanding.

In Indonesia, where digital transformation in higher education is accelerating, these findings are particularly relevant. The study suggests that AI can support learning innovation, but only if accompanied by strong academic values and institutional guidance.

Author Profiles

  • I Ketut Surata, M.Pd. – Lecturer at IKIP Saraswati Bali, specializing in educational technology and learning innovation.
  • Sudiadharma, M.Pd. – Academic at Universitas Negeri Makassar, with expertise in education and digital learning systems.
  • Pierre Marcello Lopulalan, M.Mar. – Lecturer at Politeknik Pelayaran Banten, focusing on applied technology in vocational education.

These researchers share a common interest in how digital technologies, particularly artificial intelligence, are reshaping higher education and student learning experiences.

Source

Surata, I. K., Sudiadharma, & Lopulalan, P. M. (2026). Students' Experiences of Learning Authenticity in Artificial Intelligence Assisted Academic Work. Formosa Journal of Science and Technology, Vol. 5, No. 3, pp. 715–730.


This study confirms that AI is not just a tool it is a transformative force in education. The challenge ahead lies in ensuring that this transformation strengthens, rather than diminishes, the authenticity of learning.

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