Estonia’s AI Leap Program Elevates Higher-Order Thinking

The advent of AI, particularly tools like ChatGPT, has prompted a re-evaluation of educational priorities, shifting the focus from technology itself to its impact on human learning and cognitive development. When ChatGPT emerged in November 2022, and the speaker became a minister in April 2023, AI was not initially on the agenda. However, its rapid adoption by students in schools quickly necessitated a response.

The Challenge of AI and Human Cognition

Discussions with neuroscientists, cognitive scientists, tech companies, and IT professionals revealed a critical insight: the core issue isn't the technology, but how it affects human learning, the brain, and the capacity to learn. This led to a fundamental question: in an era of advanced AI, what should the education system prioritize for the next generation of humans?

This isn't an entirely new question. As early as 2017, an OECD survey on labor skills found that two-thirds of the workforce had literacy, numeracy, and digital skills lower than computers at the time. This raised concerns about the purpose of education if computers could outperform humans in basic cognitive tasks.

The Evolutionary Pressure on Human Brains

The ministry grappled with this question for nearly a year, concluding that humanity is once again under significant cognitive evolutionary pressure, similar to the invention of the printing press. Just as the printing press necessitated universal literacy, AI demands a new cognitive evolution. This isn't a physical evolution, but a mental one, requiring humans to think faster, more systematically, and more creatively. Our brain capacity must change.

Two Modes of Cognitive Function

The human brain operates in two primary modes:

• Lower Cognitive Modes: These are associated with memory, understanding, memorization, and automated skills. Once learned, these skills are repeated on autopilot, requiring less energy. Examples include riding a bicycle or recalling memorized facts. The brain prefers this mode due to its lower energy consumption. Stereotypes, for instance, often stem from this mode.
• Higher Cognitive Modes: These involve constant learning and relearning. What was learned yesterday may not apply today, requiring continuous adaptation and the use of base knowledge to understand new situations. This mode demands significantly more energy, which is why intense study can be physically exhausting.

In the age of AI, relying solely on lower cognitive modes is no longer viable. Humans must train their brains to operate more frequently in higher-order thinking skills.

Redefining Education for Higher-Order Thinking

Traditional education systems, for the past 200 years, have largely focused on lower-order thinking skills: remembering, understanding, and applying. Tests typically assess these basic levels of comprehension. Higher-order cognitive skills like analysis, evaluation, and creation are often only emphasized at advanced academic levels, such as PhD studies.

AI is capable of performing most lower-order cognitive tasks, with some exceptions in ethical evaluation and true creation. While AI can generate new realities based on statistical probabilities, human creation remains unique.

Therefore, education systems must evolve beyond simply memorizing, understanding, and applying knowledge. The goal is to consciously train humans to engage in higher cognitive thinking processes. This brain training needs to start much earlier in the educational journey, not just at the PhD level.

Estonia's AI Leap Program

In Estonia, this shift is being implemented from the seventh grade (12-13 year-olds), integrating analysis, evaluation, and creation into the curriculum and teaching methods. The key insight is to use AI as a tutor and assistant to push students towards these higher-order skills, as without it, there's a tendency to revert to lower cognitive thinking.

Estonia's AI strategy for schools, developed by the end of 2024, led to the launch of the AI Leap program in February 2025. This program is a public-private partnership, with half the budget from the private sector and half from the ministry. It's outsourced to a foundation for greater innovation.

The program initially targets 10th and 11th-grade students in upper secondary schools, with plans to extend to vocational education students by September 2026. The absolute focus is on developing teacher competencies to effectively use AI to foster analytical, systematic, critical, and creative thinking in students' assignments.

A Socratic-style tutoring AI tool, developed in collaboration with OpenAI, is being used. This is not a general-purpose ChatGPT but a specialized version for schools. The program is undergoing scientific monitoring, as there are no clear answers yet, and Estonia is the first country to provide such a tool to students.

The initiative aims to prevent "brain rot" and cognitive offloading that could result from an education system relying solely on inertia and lower cognitive processes. As the Estonian president stated, the focus is not on how much AI is used, but how wisely it is used to produce scientific knowledge about AI's impact on human learning.