Literacy, Adoption & Inclusion

AI is becoming part of everyday work and life whether people feel ready for it or not. The gap between those who understand and can effectively use AI tools and those who can't is already significant, and it's growing. This isn't just a technical skills gap - it's a comprehension gap, a confidence gap, and often an access gap. Many people interact with AI daily without understanding what it is, how it works, or how to get the best from it. Others understand AI conceptually but lack the practical skills to use it effectively. Still others have both understanding and skill but lack access to the tools or the organisational support to apply them. Closing these gaps matters for fairness, productivity, and safety. People who don't understand AI are more vulnerable to its misuse, less able to benefit from its capabilities, and more likely to be left behind as work and society reorganise around these technologies. Building genuine AI literacy - not just among technologists but across entire populations - is one of the most important challenges in making AI work for everyone rather than just for those who happen to already be comfortable with it.