How AI is changing STEM, literacy and inquiry-based education

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As artificial intelligence rapidly reshapes nearly every field, education faces a pivotal question: Which skills matter most when information is instantly accessible and content can be generated in seconds?

AI can write essays, solve problems and summarize texts with startling fluency. The real risk for schools is not that students will stop learning, but that they will stop thinking, questioning and developing a voice of their own.

Why inquiry matters more than ever

Inquiry-based learning offers a clear response to this moment. When answers are easy to generate, the real value shifts to the ability to frame meaningful questions, test ideas and make sense of complexity.

Instruction must move toward active knowledge-building, asking students to reason, investigate and reflect rather than simply produce finished products. These habits allow learners to engage thoughtfully with technology instead of deferring to it.

Writing illustrates this shift clearly. Many educators once viewed strong writing as a defining human skill.

Today, AI can produce cleaner text than a student’s first draft. The risk is not that students will stop writing, but that they will lose their voice.

Teaching students to develop original ideas, ask meaningful questions and express unique perspectives is essential. Literacy instruction must prioritize thinking, not just output.

In principle, this challenge is not new. Critical thinking, collaboration, communication, perseverance, curiosity and self-direction are the same skills that mattered a century ago and will matter a century from now.

Research such as the World Economic Forum’s future skills analyses, along with district portrait of a graduate models, consistently reinforces this reality. What is new is the urgency.

How districts are rethinking STEM instruction

Across many districts, leaders are reexamining how hands-on STEM learning is designed. Too often, labs and activities are used to confirm ideas students have already been taught. While engaging, these experiences rarely reflect how scientific work actually unfolds.

In authentic practice, scientists and engineers begin only with curiosity. They do not have materials laid out for them or an investigation plan to follow.

They must determine what to ask, how to test their ideas, and how to respond when results do not match expectations. When classroom instruction mirrors this process, inquiry becomes a way of thinking rather than a buzzword.

Let’s look at a basic circuits lesson. Rather than starting with definitions and step-by-step directions, a teacher could distribute wires, batteries and bulbs and ask a simple challenge: Can you make it light? If it works, why? If it doesn’t, what could you try next?

When experience comes before explanation, students form hypotheses, revise their thinking, and articulate their reasoning. These practices deepen STEM understanding while strengthening literacy through discussion, reflection, and questioning.

Strengthening literacy through questions

Inquiry-based learning strengthens literacy by giving students a purpose for reading, writing and discussion. When students generate their own questions, texts become tools rather than tasks.

Reading allows students to seek evidence and build understanding. Writing becomes a way to clarify thinking rather than demonstrate compliance.

In an AI-saturated world, literacy must also include the ability to evaluate information, question sources and refine prompts. Students need opportunities to wrestle with ambiguity, test ideas and revise their thinking.

These skills develop through inquiry, not worksheets.

Curiosity as a core future skill

One of the greatest fears surrounding AI is the loss of individuality. When algorithms generate similar outputs from similar prompts, conformity gains a stronghold, and originality can fade.

Curiosity is the safeguard. What students are curious about and what drives them to pursue ideas, is what makes their thinking distinct.

If schools do not intentionally cultivate curiosity, students risk becoming passive consumers of information rather than active thinkers. Preserving individuality, perspective and independent judgment is foundational to innovation, leadership, and civic life.

Addressing the issue of time

Educators who worry they do not have time for inquiry-based learning are not wrong. Teachers face real constraints and dismissing those concerns erodes trust. District leaders play a critical role by acknowledging reality and supporting manageable entry points.

Inquiry does not require a complete overhaul. Small shifts—posing a question of the day, allowing exploration before explanation, or using brief, curiosity-driven routines—can make a meaningful difference. The goal is progress, not perfection.

Shaping a changing world

Educators ready to begin do not need to overhaul their instruction. The most effective first step is choosing one strategy aligned to a current challenge, such as engagement, classroom management or limited time. Short, intentional practices create space for deeper thinking without overwhelm.

These small shifts signal a larger priority. When schools make room for curiosity, they help students develop thinking habits that cannot be automated or outsourced.

The future of STEM, literac, and education itself depends on that commitment. By prioritizing curiosity, we prepare students not just to navigate a changing world, but to shape it.

Terra Tarango
Terra Tarango
Terra Tarango is the chief education officer at Van Andel Institute for Education, a nonprofit working with schools to create classrooms where curiosity, creativity and critical thinking thrive.

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