The False Choice At The Heart Of AI Education Debates

By Dan Fitzpatrick

Schools aren't making a massive mistake teaching AI tools. Critical thinking and AI fluency work together and the best schools are already proving it.

We recently read an article in the Washington Post titled “Schools are teaching AI — and making a massive mistake”. As educators who lead in this space of artificial intelligence and education, we feel that the piece raises questions that genuinely matter, but we are concerned that it reads as though it were written eighteen months ago. For many schools and the educators leading them, the framing of AI adoption as primarily a tool usage issue has already been left behind. The conversation has moved on, and that's really worth acknowledging.On critical thinking, we're completely with the authors. We would argue that the most effective schools we've observed embed problem or project-based learning approaches, where AI is one tool among many that students learn to interrogate rather than simply operate. The distinction between skills acquisition and genuine agency matters enormously, and fluency with AI tools is only the starting point. Combining that fluency with the judgment to apply it wisely is where the real work is – and plenty of schools are actively either developing or doing it already, just perhaps not consistently across a cohort.We work with schools across the US, the UK and internationally, and have never encountered schools overwhelmingly focused on prompting mechanics at the expense of genuine understanding. This is a false dichotomy. Teaching tools and developing understanding are not opposing approaches. Virtually no serious educator advocates for tools in isolation. The best AI education programs worldwide – from Singapore’s AI for Students framework to Finland's Elements of AI – all integrate conceptual understanding with hands-on tool use from the start. The either/or framing doesn't reflect how learning actually works.I'm afraid the authors’ own analogy that teaching AI tools is like “teaching biology by focusing on…microscope[s]”, undermines their argument. In science classes around the world students are taught how to use microscopes in a...