Schools ‘excited but wary’ of AI as it cuts teacher workload

Oct 9, 2025 | AI

The education watchdog has stated that artificial intelligence presents a significant opportunity to lighten teacher workloads and improve student learning. However, the organization highlights the critical need for schools to be provided with clearer instructions on how to implement AI tools “safely and ethically.”

An Estyn report exploring the impact of artificial intelligence has highlighted its growing adoption among educators. The findings indicate that some teachers are integrating AI tools into their work, specifically to formulate lesson plans and to draft important communications such as letters to parents and student progress reports.

Educators, however, have voiced considerable apprehension regarding AI’s impact, specifically citing worries that the technology could negatively affect students’ skill development. Furthermore, concerns were raised about the potential for plagiarism and the inappropriate application of AI tools within the learning environment.

The Welsh government has underscored the critical need to carefully balance the effective deployment of artificial intelligence with the paramount concern for the safety and well-being of pupils and staff.

Pupils at Birchgrove Comprehensive School in Swansea are now receiving instruction in artificial intelligence (AI) as a component of their Information and Communication Technology (ICT) lessons.

School personnel are actively encouraged to enhance their proficiency in artificial intelligence, an invaluable tool that students can leverage for academic research.

Ryan Cresswell, the school’s digital and innovation lead, stated that students are encouraged to use the tool, but critically, are also guided towards responsible application. This balanced approach, he noted, consistently delivers positive outcomes.

The institution maintains a positive, proactive stance, choosing to educate students on responsible usage rather than simply ignoring a tool they are likely to employ.

The individual expressed significant concerns that students could treat the resource as a dependency, rather than leveraging it as an actual learning tool.

A significant concern voiced by staff centers on the challenge of verifying whether submitted assignments have been created with artificial intelligence.

Educators affirm their comprehensive insight into student capabilities, a grasp developed through continuous daily observation and engagement.

He explained that the core objective is to leverage artificial intelligence for rapid learning advancement and to ignite a passion for discovery.

An Estyn report has revealed that secondary school students are employing artificial intelligence to streamline their academic work, including the summarization of revision notes and the generation of exam-specific quiz questions.

However, the investigation revealed significant variations in the extent of student utilization.

A notable portion of individuals reported feeling considerable apprehension. Their concerns centered on navigating the permissible limits of its application and the potential for educators to label their usage as academic misconduct.

Birchgrove Comprehensive’s 13-year-old pupils affirmed their use of it as a tool for revision and to consolidate knowledge gained during lessons.

Grace underscored the dual utility of the system, noting its capacity to enable teachers in detecting academic dishonesty. She further explained that, when applied correctly, the same tool could provide significant assistance.

Maya explained her approach to domestic inquiries, stating she often directs questions about her home to artificial intelligence and receives answers.

Emilia detailed her approach to learning, stating that if classroom instruction proves insufficient, she independently researches the topic before requesting a simplified explanation.

To ensure accuracy, information is meticulously cross-referenced across numerous online platforms.

According to Estyn, the majority of schools assessed are currently in the initial phases of exploring the potential advantages of artificial intelligence. The educational inspectorate noted that while broad implementation remains distant, some isolated experimentation is underway, typically spearheaded by digitally confident and inquisitive staff members.

However, AI integration typically unfolded without a cohesive strategy, leading to significant disparities in its application among individuals, across different stages of learning, and within various departments.

Many staff members expressed a nuanced view of artificial intelligence, conveying excitement about its potential while simultaneously voicing considerable apprehension regarding its deployment. Their primary concerns focused on the technology’s potential for inaccuracy, inherent bias, and safeguarding risks.

A recent report indicates that deploying artificial intelligence to draft correspondence and various reports has significantly alleviated administrative burdens for some schools. This efficiency gain has, in turn, allowed staff members to dedicate more time and focus directly on students.

Teachers conveyed to Estyn their view that artificial intelligence could effectively individualize learning materials for students, a capability deemed particularly valuable for those with additional needs.

Birchgrove Comprehensive’s headteacher, Andrew Owen, highlighted that some students faced difficulties in processing information.

Students frequently contend with the extensive information demands placed on them during their education. Integrating an artificial intelligence tool that enables pupils to summarize articles and discern crucial data could prove to be a significant asset to their learning process.

Mr. Owen initially harbored reservations about artificial intelligence.

Apprehension was a noted sentiment, driven by a perceived deficit in the skills required for thorough understanding.

He announced their decision to fully implement the strategy, which is intended to support school administrative tasks and improve both teaching and learning.

The rapid progression of artificial intelligence within educational settings introduces significant risks if the technology is misused. This swift evolution underscores a vital obligation to educate Birchgrove’s students on the responsible and acceptable uses of AI.

The speaker underscored a collective struggle to stay informed, indicating that additional direction would be beneficial.

The Welsh government has formally accepted the recommendations put forth by Estyn, the education inspectorate. Key among these are calls for increased staff training and the establishment of national guidance regarding the implementation of artificial intelligence across the education sector.

The strategic implementation of generative artificial intelligence requires a careful equilibrium, ensuring its powerful capabilities are leveraged without compromising the safety and well-being of all learners and staff.

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