Artificial intelligence has moved well beyond the experimental phase in education. By 2026, it is no longer something schools approach cautiously or debate in the abstract, but a technology embedded in daily practice, shaping how lessons are planned, how students engage with material and how learning is assessed, writes Tale Heydarov.
In Britain and across much of the West, the idea teachers are resisting AI no longer holds. Around 60% of teachers in the UK now report using AI tools as part of their routine, up from just under half only two years ago. Regular users save between one and five hours a week on administrative tasks and lesson preparation, while increasingly many have noted these tools have reduced workplace stress.
This rapid uptake, however, conceals a different kind of vulnerability. Last year, the UK Department for Education acknowledged, that while AI adoption in schools was accelerating, confidence and capability were not keeping pace. A recent survey found 43% of teachers rated their confidence using AI at just 3 out of 10, while more than 60% said they wanted practical support in applying these tools to planning and classroom tasks.
Much of this change has happened from the ground up. Teachers across the West increasingly rely on AI platforms to plan lessons, generate quizzes and summarise complex material, easing workload and improving consistency. The conversation has now shifted from whether AI belongs in schools to how it should be used responsibly.
Some countries have chosen to answer that question more directly. In the UAE, the Ministry of Education has made artificial intelligence a compulsory subject from Kindergarten to Grade 12, beginning in the 2025 to 2026 academic year. Teachers were trained in advance to deliver a curriculum that begins with exploration in early years and builds towards technical skills such as system design and prompt engineering. This approach is closely tied to economic strategy, with AI expected to contribute around 14% of GDP by 2030.
Azerbaijan is taking a similarly strategic approach through its wider digital transformation. Its Artificial Intelligence Strategy for 2025–2028 integrates AI into education and skills development, moving beyond classroom experiments into real-world application. More than 10,000 citizens have already completed AI and digital skills courses, reflecting a broader push to make digital literacy the foundation of its workforce.
Meanwhile, students are already using AI at scale regardless of policy. In 2024, it was reported 86% of students now use AI tools for their studies globally. Adaptive tutoring platforms have also been linked in controlled studies to test score improvements of over 60%, largely because they identify learning gaps early rather than allowing students to fall behind. It is therefore unsurprising many students believe AI helps them achieve higher grades.
The risks, however, demand a firmer and more explicit response. Heavy and uncritical use of AI risks weakening independent research skills and intellectual resilience, with around 70% of teachers expressing concern students are outsourcing the struggle that is often essential to real learning. At the same time, concerns around misuse and academic integrity are rising, with roughly a third of students reporting accusations linked to excessive reliance on AI-generated content.
Addressing this does not require bans, but clearer guardrails. Schools need structured policies defining when AI is appropriate, asking students to note when AI was used. Human oversight must remain central, with teachers reviewing AI-generated material for accuracy and bias, while AI literacy is embedded in the curriculum, so students understand limitations rather than treating the technology as infallible. Robust data protection standards should also underpin all of this.
The goal, ultimately, is not to reject AI or to embrace it blindly, but to be clearer about where it genuinely helps and where human judgment must remain central. AI should not replace teachers’ expertise or the core responsibilities of the classroom, but it can reduce workload and widen access to learning when used thoughtfully.
If that balance is what we are aiming for, the issue for the UK or the European Union is not whether to experiment further, but whether to lead. Training needs to catch up with what is already happening in schools, ethical standards must be made explicit, and assessment should reward reasoning and understanding rather than polished output alone. The experiences of countries such as the UAE and Azerbaijan show that ambition and oversight can work together.
AI will not replace schools or teachers, but it is already reshaping the conditions in which they operate. The challenge now is making sure efficiency does not come at the cost of judgment, and that the pace of technological change is matched by thoughtful leadership and careful oversight.
Tale Heydarov is the founder of the European Azerbaijan School, Azerbaijan Teachers Development Centre, Libraff bookstores network, TEAS Publishing House, and until recently served as the President of Gabala FC football club (Azerbaijan Premier League) and Gabala Sports Club.