By Rod Howells

Reflecting on a very enjoyable RSA Fellowships AI Society workshop held on 26th April at Wrexham University’s CanfodAu building, what felt most valuable was the opportunity to step back and take part in a engaging discussion about artificial intelligence at a time of rapid adoption.

Too often, the conversation on AI swings between optimism and alarm. The reality is more complex. Questions of bias, the provenance and appropriate use of data, and the issue of intellectual property are no longer theoretical. They are immediate and material. The risk of convincing but inaccurate outputs also remains a practical challenge for organisations.

There is a wider economic dimension. As AI tools become embedded across sectors, the impact on the labour market is becoming clearer. This is especially true for those entering the job market. Roles are evolving quickly. The need for adaptability and sound judgement is increasing.

There is also a need to better understand the origins of AI systems. Who is building them, and why? The motivations, incentives and values of those developing AI infrastructure will shape how these technologies evolve and are applied. Without that awareness, it becomes harder to challenge assumptions or make informed decisions about their use.

Managing AI implementation is not just a task for governments or policymakers. It is something businesses, institutions and individuals all need to consider. The choices being made now will shape productivity, trust and long term outcomes.

It starts with awareness and understanding. From there, it moves to practical steps. Organisations need clear policies on system chocies, transparency, data use, governance and accountability. Individuals need the skills to question outputs and use tools responsibly. Both need to engage with AI as active participants, not passive users.

Creating space for informed and collaborative discussion is essential. As seen through contributions from Pritesh Patel, Professor Anthony Sturgess and others, shared learning has a key role to play. If approached thoughtfully, we know AI offers significant benefits. I left the meeting with the hope that with the right level of awareness and collective responsibility, there is a real opportunity to shape its future in a way that works for everyone.