AI Literacy: Machine Convenience or Human Depth?

Image
11 July 2025
Image
3 minute reading
Image
Artificial intelligence is rapidly finding its place in education. Preparing lesson plans, providing student feedback, or creating content…

In all these areas, it makes teachers’ work easier. However, this convenience can sometimes carry the risk of weakening the critical thinking skills of both students and teachers. As highlighted by the OECD, delegating thinking processes to machines may lead to metacognitive laziness in the long term. For this reason, AI literacy is not a skill limited to technical knowledge alone; it is a multi-layered competency that must be addressed with its pedagogical, ethical, and cognitive dimensions. The critical point is this: Artificial intelligence should not be used as a shortcut that replaces learning, but as a support that strengthens learning.

Notes from UNESCO “Digital Learning Week”

At the “UNESCO Digital Learning Week” held in Paris, Isabella Hau from Stanford Accelerator for Learning shared four priorities that will strengthen Human–AI collaboration:
Learning Together: Supporting creativity and deep learning.

Engaging Together: Strengthening human connections. Research shows that children’s brain activity is significantly higher when learning with a parent + ChatGPT compared to learning with ChatGPT alone. In other words, technology should not isolate; it should enhance connection.

Designing Together: Inclusive design with teachers, students, and society.

Validating Together: Building trust through critical thinking and collective verification.

Hau concluded her talk with the following sentence:

“The future of education will not be determined by the intelligence of machines, but by how we nurture our humanity.” This emphasis summarizes the essence of AI literacy: Artificial intelligence creates real value only when it nurtures human creativity, connections, and critical reasoning.

 

The Comfort–Growth Paradox

The convenience offered by artificial intelligence often carries the risk of trapping students in their comfort zone. Yet learning requires a certain level of challenge. Therefore, AI should not be used as a shortcut that does the work on behalf of the student, but rather as a guide that supports the learning process.

Advanced Cognitive Support

At this point, the Advanced Cognitive Scaffolding approach stands out by viewing AI not as a passive assistant, but as a dynamic learning guide:

  • Gradual autonomy: Provides intensive support at first, then gradually withdraws.
  • Adaptive personalization: Adjusts its support according to the learner’s needs.
  • Cognitive load optimization: Directs mental energy not to unnecessary details, but to tasks with high learning value.

In this way, artificial intelligence becomes a companion that encourages independent thinking and problem-solving, rather than pushing students toward easy solutions.

Investing in People Alongside Technology

The critical truth that should not be forgotten is this: Investments in technology cannot create lasting transformation unless they are supported by investments in people. The most successful institutions invest not only in new technologies, but also in the competencies of teachers and students. This rule also applies to education: Without developing AI literacy, the opportunities offered by technology remain incomplete.

Conclusion: A Responsible and Inquisitive Culture

AI literacy is a critical culture that will shape the future of education. The core issue is to use technology responsibly in a way that supports learning and to make it a trusted partner in transformation. If, as teachers and administrators, we teach our students not only how to “use” artificial intelligence, but also how it works, where it can fail, and how it should be questioned, artificial intelligence will become a powerful component of a human-centered and sustainable future.