Northern Ireland invests in AI to transform teacher training and classroom preparation

At Stranmillis University College in Belfast, education lecturers have introduced AI lesson planning software into their core curriculum. The platform allows students to input curriculum objectives and receive structured lesson outlines, complete with suggested activities and differentiated resources. Early feedback suggests the technology is particularly helpful for trainees working with mixed-ability classes, where planning can be time-consuming and challenging.

Dr. Elaine McBride, senior lecturer in education, says the goal is not to “replace a teacher’s professional judgement” but to reduce the workload on repetitive tasks. “AI can give our students a solid foundation — a starting point they can adapt for their own style and their pupils’ needs. That means they spend more time focusing on creativity, discussion, and critical thinking.”

Ulster University’s School of Education is taking a different but complementary approach, trialling AI-driven classroom simulations. These immersive platforms allow trainees to practise teaching in realistic virtual environments populated by AI-powered student avatars. The avatars can respond unpredictably, asking off-topic questions, showing signs of disengagement, or even misbehaving — giving trainees a chance to test their skills in classroom management before facing a real group of pupils.

Lecturer David Hargreaves explains that the simulations “give students a safe space to make mistakes and learn from them without the pressure of a real-life classroom. We can then debrief, review recordings, and focus on improvement.”

One emerging advantage of these AI systems is their adaptability. Tools like AI Humaniser can adjust tone, complexity, and style depending on the task — whether it’s drafting an academic essay, creating parent-friendly newsletters, or preparing accessible materials for pupils with additional learning needs. AI Humaniser tools can effortlessly adapt to academic, professional, or casual writing styles according to the requirements. It is efficient, as it provides instant responses. Perfect for writers, academic students, and more. This kind of flexibility is particularly valuable for teachers, who often need to communicate with very different audiences in the same day.

However, the adoption of AI in teacher training comes with its own set of challenges. Critics warn that over-reliance on AI lesson plans could lead to a loss of individuality in teaching styles. There are also concerns about the accuracy of AI-generated content, which can sometimes reflect biases or outdated information if not carefully checked.

To address these issues, both Stranmillis and Ulster University emphasise the importance of critical engagement with AI tools. Students are taught to treat AI outputs as drafts, not final products — to question, verify, and adapt what they receive. This approach mirrors the growing consensus in education policy: AI should be a partner in the learning process, not an authority.

Funding remains a consideration. Developing and maintaining advanced AI systems can be costly, and with education budgets under pressure, universities will need to show clear evidence of impact to secure long-term investment. Advocates point out that while initial costs are high, the potential time savings and quality improvements could make AI an efficient investment in the long run.

There is also the matter of equity. Not all teacher trainees have the same access to high-quality technology outside of their institution. Without strategies to bridge that gap — such as providing licences for home use or ensuring on-campus resources are available to all — there’s a risk that AI adoption could benefit some trainees more than others.

Despite these hurdles, momentum is building. The Department of Education in Northern Ireland has signalled interest in supporting innovative teacher training initiatives, particularly those that address persistent challenges such as teacher retention, workload, and classroom behaviour management.

Looking ahead, education leaders believe the next step is to integrate AI training into ongoing professional development for in-service teachers. By ensuring that experienced teachers are comfortable with these tools, schools can create a consistent, AI-aware teaching culture that benefits pupils at every stage of their education.

For now, the experiments at Stranmillis and Ulster represent an important step toward a more technologically integrated future for teacher training. While AI will never replace the empathy, intuition, and real-world wisdom that define great teaching, it can give new teachers a head start — and perhaps a little extra confidence — as they step into one of the most demanding jobs in society.