There is a quiet recognition spreading through education and policy that I think deserves to be much louder: the ability to understand and work with artificial intelligence is becoming a basic literacy, on par with reading, writing, and arithmetic. The frameworks being developed to teach AI understanding to young people signal a shift from treating AI knowledge as a specialist nice-to-have toward treating it as something everyone needs. And I am fairly sure we are already behind.
Let me be clear about what I mean by AI literacy, because it is easily misunderstood. It is not about everyone learning to build AI systems, any more than reading literacy is about everyone becoming a novelist. It is about being able to understand what these systems are, what they can and cannot do, how to evaluate their outputs critically, and how to use them well and recognise when they are wrong or being used to manipulate you. It is the difference between being shaped by a powerful technology you do not understand and being able to engage with it on your own terms.
The reason this matters so urgently is that AI is weaving itself into nearly everything — how we get information, how we work, how decisions that affect us are made. A person who does not understand AI in this environment is increasingly at a disadvantage, not because they cannot code, but because they cannot critically assess the AI-shaped world around them. They are more easily misled by AI-generated content, less able to use AI tools to their own benefit, and more vulnerable to having AI used on them rather than for them. In a world saturated with AI, not understanding it is a genuine handicap.
This is why I think framing AI literacy as a basic skill rather than a specialist one is correct. We do not consider reading a specialist skill reserved for those who work with text professionally. We consider it foundational, because a person who cannot read is shut out of full participation in society. I think AI literacy is heading toward the same status. As AI becomes part of the basic infrastructure of life, understanding it becomes part of the basic equipment for navigating that life. The people who have it will participate fully; the people who lack it will be acted upon.
There is an equity dimension here that I think is the most important part, and the part most likely to be neglected. If AI literacy becomes essential but is unevenly distributed, it becomes another axis of advantage — those who understand and can use AI pulling further ahead of those who cannot. The gap between the AI-literate and the AI-illiterate could become one of the defining inequalities of the coming era. Making sure AI literacy is widely and fairly distributed is therefore not a nice educational extra. It is a matter of whether this technology widens existing divides or helps close them.
What concerns me is the pace mismatch, which is the same mismatch that haunts so much of our response to AI. Education systems move slowly. They are built to teach established knowledge, and they adapt to new requirements over years and decades. But AI is moving fast, weaving into life faster than curricula can be rewritten. By the time formal education catches up to teaching AI literacy properly, a generation may already have passed through without it. The need is immediate; the institutional response is gradual. That gap is exactly where people fall through.
I do not think the answer is only formal education, though that matters. It is a broader cultural project of helping people of all ages understand the technology that is reshaping their world — not to make everyone an expert, but to make sure nobody is left entirely at the mercy of a technology they cannot comprehend. That feels to me like one of the more important and neglected tasks of this moment, and it applies to adults already in the workforce at least as much as to students.
So the question I would leave you with is personal as well as societal: in a world increasingly run on artificial intelligence, do you understand it well enough to engage with it on your own terms — and if not, whose terms are you being engaged on?
The above reflects my personal views only and is intended for informational and discussion purposes. It does not represent the position of any employer or organisation.