In this episode of Education Futures, we explore the "AI Leap"—Estonia's ambitious national strategy to roll out a specialized version of OpenAI across the entire country. Our guest, Jaan, is a neuroscientist and psychologist at the University of Tartu who is leading the scientific team overseeing and evaluating this project.

Unlike standard implementations, Estonia has collaborated with OpenAI to create a custom, pedagogically driven tutor that prioritizes active learning . Jaan explains why this system is designed to stop and ask questions rather than simply providing answers, ensuring that students continue to construct knowledge in their own brains

In our conversation, we explore:

• The Pedagogical Tutor: Why Estonia rejected the standard ChatGPT EDU in favor of a model that mimics a Socratic tutor .
• Brain Literacy vs. AI Literacy: The importance of teaching students why mental effort and friction are mandatory for long-term learning .
• Teacher Autonomy: How Estonia’s culture of trust allows teachers to lead the AI transition without rigid, top-down supervision .
• Measuring What Matters: Why the research team is moving beyond "overrated" grades to track more granular aspects of the learning process.
• The "Safe to Fail" Environment: How AI can scale the ability for students to make mistakes and receive gentle, honest feedback .

More about the AI leap strategy: https://e-estonia.com/ai-leap-2025-estonia-sets-ai-standard-in-education/

A great interview of Jaan on the OpenAI rollout: https://tihupe.ee/en/ai-researcher-thinking-for-oneself-is-the-only-way-to-be-free-and-in-control/