Is AI Helping Students Think, or Doing It for Them?
Authors: Yerin Seung; info@ciddl.org
Artificial intelligence is quickly becoming part of students’ everyday learning routines. They use it to generate ideas, summarize texts, solve problems, and even draft full assignments. But as AI becomes more embedded in classroom workflows, an important question often goes unasked: Is AI helping students think, or doing the thinking for them? This question matters because not all uses of AI support learning in the same way. In some cases, AI can extend students’ thinking, provide meaningful feedback, and open new possibilities for learning. In others, it can unintentionally reduce effort, bypass critical thinking, and limit opportunities for growth. The difference is not always obvious, but it is crucial for instructional decision-making.
To help make sense of these differences, we draw on the ISAR framework (Bauer et al., 2025), which outlines four ways AI can shape student thinking: Inversion, Substitution, Augmentation, and Redefinition. Rather than focusing on the tool itself, ISAR focuses on what matters most: how AI changes the cognitive work students are doing.
Inversion: When AI Does the Thinking
At this level, AI takes over the core cognitive task that students are expected to engage in. For example, a student asks an AI tool to write an entire essay and submits it with minimal revision. While this may save time, it removes the opportunity for the student to practice organizing ideas, constructing arguments, and developing their voice. Inversion is not always “bad” as it may be useful for efficiency or access, but it can undermine learning if it unintentionally replaces essential thinking.
Substitution: When AI Replaces a Tool, but Not the Thinking
Here, AI replaces a traditional tool, but the level of student thinking remains largely the same. One of the examples is when a teacher uses AI to generate a set of comprehension questions instead of creating them manually. Students still engage in reading and answering questions as they normally would. In this case, AI increases efficiency without significantly changing the cognitive demands of the task.
Augmentation: When AI Supports and Strengthens Thinking
At this level, AI acts as a support that helps students think more deeply or effectively. For instance, a student uses AI to receive feedback on a draft and then revises their writing based on specific suggestions. The student remains actively engaged in the learning process, but with additional guidance that can improve the quality of their thinking and work. This is where AI can meaningfully enhance learning.
Redefinition: When AI Enables New Forms of Learning
At the highest level, AI allows students to engage in learning experiences that would be difficult or impossible otherwise. For example, students use AI to simulate real-world scenarios, co-design projects, or explore complex problems from multiple perspectives through iterative dialogue. Here, AI is not just supporting existing tasks. It is expanding what learning can look like.
Supporting Student Thinking with AI
The goal is not to avoid AI, nor to use it as much as possible. Instead, the goal is to be intentional, to use AI in ways that preserve and extend student thinking. As educators, one helpful reflection question is: What is the student thinking about in this task, and what is the AI doing instead? This question becomes especially important when working with diverse learners, including students who may benefit from additional supports. AI can be a powerful tool for accessibility and scaffolding, but it also requires careful use to ensure that support does not become overreliance.
Share Your Perspectives!
To better understand how educators are currently using AI and how these different uses may influence student thinking, the CIDDL team is conducting a short survey. Your perspective will help us refine tools and frameworks that support more meaningful and effective AI integration in classrooms. If you are a K–12 educator, preservice teacher, or work in education, we would greatly appreciate your participation. The survey takes approximately 15-20 minutes to complete. Click here to access the survey.
Your insights will contribute to ongoing efforts to ensure that AI is used not just efficiently, but thoughtfully in ways that truly support student learning.
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