AI could transform careers support for neurodivergent learners

Tweed now focuses on the next steps. He is developing an AIpowered learning assistant designed to tailor content in real time – particularly for learners with dyslexia, ADHD and other neurodivergent needs.

The system, being created in partnership with the University of Hertfordshire and backed by Innovate UK, adapts material based on how individuals interact with it, their pace of progress and areas of difficulty.

“Too many people are held back not by lack of ability, but by education systems that aren’t designed for their specific needs”, Tweed explains.

Tweed strong believes that policymakers and education leaders should look more closely at how adaptive technology could remove barriers and widen access to opportunity.

Looking at the scope, Tweed notes: “We work with many of the people who have been excluded from schools and ended up in prison. We know that a lot of these people are neurodiverse. In fact, it’s very clear dyslexia is far more common in the prison population than in society as a whole.”

In terms of other benefits, Tweed lists: “With the help of AI, we can support people in real time – recognising when they struggle, adapting how we support them, and helping them build confidence and skills that can translate directly into career opportunities.”

Neurodivergent learners are disproportionately represented among those who have struggled in traditional classrooms. Tweed argues that responsive digital tools are a practical way to close the gap between education and meaningful employment.

To overcome this, the secure AI system functions without internet connectivity – essential for use in prisons – but Tweed believes its potential extends into mainstream education and workplace training.

Concluding his vision, Tweed says: “We believe everyone deserves a fair shot at building skills and confidence. When learning systems truly respond to the individual, careers – and lives – can change.”