How AI technology can be deployed to boost setting and marking of national exams

AI
The writer argues that AI-powered systems can generate examination papers from secure question banks while ensuring balanced curriculum coverage, appropriate cognitive demand and minimal repetition of questions.
  • The writer argues that AI-powered systems can generate examination papers from secure question banks while ensuring balanced curriculum coverage, appropriate cognitive demand and minimal repetition of questions.
  • AI is also changing the way learner progress is monitored. Instead of relying solely on end-of-term examinations, intelligent systems combine class tests, assignments, projects, attendance records, classroom participation and behavioural indicators to generate comprehensive learner profiles.

Artificial Intelligence (AI) is equally transforming external assessment conducted by examination councils and national education authorities. AI-powered systems can generate examination papers from secure question banks while ensuring balanced curriculum coverage, appropriate cognitive demand and minimal repetition of questions.

During examinations, AI-supported surveillance technologies help verify candidate identities, monitor examination rooms and detect suspicious activities that may indicate malpractice. These systems do not replace human invigilators but provide an additional layer of security that strengthens the credibility of examinations.

After examinations have been administered, AI accelerates the marking process by automatically scoring objective questions and assisting human examiners in evaluating structured responses. It also identifies unusual marking patterns, detects possible scoring errors and supports moderation to ensure consistency and fairness.

Examination bodies can analyse millions of data points within a short period, enabling them to identify trends in learner performance across schools, counties, regions and subjects. Such information is invaluable for curriculum review, policy formulation, teacher deployment and resource allocation.

Within schools, AI is also changing the way learner progress is monitored. Instead of relying solely on end-of-term examinations, intelligent systems combine class tests, assignments, projects, attendance records, classroom participation and behavioural indicators to generate comprehensive learner profiles.

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These profiles allow teachers, school leaders and parents to identify learning challenges early and implement targeted interventions before learners fall significantly behind.

Artificial intelligence is making education more inclusive by supporting learners with diverse needs. Speech-to-text applications assist learners with hearing impairments, while text-to-speech technology enables visually impaired learners to access educational content independently.

AI-powered translation tools break language barriers, and adaptive learning platforms modify reading materials to suit learners with learning disabilities. Such innovations are expanding educational opportunities for learners who have traditionally faced barriers to quality education.

Education leaders increasingly view AI as a strategic tool for strengthening education systems rather than replacing teachers. Nigeria’s Minister of Education, Tunji Alausa, has emphasised that artificial intelligence should complement teachers by enhancing teaching and learning while preserving the uniquely human qualities that define education.

Under Nigeria’s digital education agenda, AI is expected to improve instructional quality, expand access to learning resources and prepare both teachers and learners for the digital economy.

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A similar philosophy is evident in Estonia, where Minister of Education and Research Kristina Kallas has argued that schools should embrace artificial intelligence responsibly instead of banning it. She believes AI literacy will become as essential as digital literacy and that learners must acquire the knowledge and ethical understanding necessary to use emerging technologies responsibly.

Estonia’s reforms continue to place teachers at the centre of educational transformation, with AI serving as a powerful support tool rather than an alternative to professional educators.

Teachers themselves are beginning to experience the practical benefits of AI in their daily work. Nigerian teacher Temitope Ajao has publicly explained that AI training has significantly improved his lesson preparation, classroom engagement and instructional creativity.

By reducing the time required to prepare learning materials and assessments, AI has enabled him to focus more on supporting learners individually and creating engaging classroom experiences. Similar experiences are increasingly being reported by educators participating in AI integration programmes in Europe, Asia and North America.

Despite these encouraging developments, education experts caution that AI is not a universal solution to every challenge facing schools. Technology alone cannot compensate for inadequate infrastructure, poorly trained teachers or weak education policies.

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Successful implementation requires reliable internet connectivity, adequate digital devices, sustained investment in teacher professional development, robust cybersecurity measures and clear policies governing data privacy and ethical AI use. Human judgement remains indispensable in curriculum design, classroom management, learner welfare and assessment decisions.

Experts also warn that AI systems should always be transparent, accountable and free from bias. Education ministries must ensure that learner data are protected and that algorithms do not reinforce existing inequalities.

Teachers should continue validating AI-generated lesson plans, assessments and recommendations to guarantee accuracy, fairness and cultural relevance. Ethical governance will determine whether AI strengthens educational equity or inadvertently widens existing gaps.

The global evidence nevertheless points in one direction. Countries that have strategically integrated artificial intelligence into education are already reporting improvements in school management, teacher productivity, learner engagement and personalised instruction.

While reported gains vary depending on the programme and context, pilot initiatives have demonstrated measurable improvements in instructional efficiency, learning outcomes and administrative performance. These successes are encouraging governments across Africa and the wider world to accelerate AI adoption within their education systems.

For developing countries such as Kenya, AI presents a unique opportunity to modernise education while addressing long-standing challenges related to teacher workload, learner assessment, school management and educational planning.

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With appropriate investment in digital infrastructure, teacher capacity building and sound governance, AI could help transform classrooms, strengthen accountability and improve learning outcomes at every level of education.

The future of education will not be shaped by technology alone, nor will it be determined solely by teachers. Instead, it will be defined by the successful partnership between human intelligence and artificial intelligence.

While machines can process information at extraordinary speed, they cannot replace empathy, professional judgement, mentorship, creativity and the personal relationships that lie at the heart of quality education.

Artificial intelligence is therefore not replacing teachers—it is empowering them. It is helping schools become more efficient, making learning more personalised, strengthening assessment systems and equipping education leaders with the information needed to make better decisions.

As more countries embrace this technological revolution, the challenge will not be whether AI should become part of education, but how it can be implemented responsibly, ethically and inclusively so that every learner, every teacher and every school benefits from its enormous potential.

By Hillary Muhalya

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