Scotland's first AI subject teacher warns pupils: Don't trust everything it tells you

There's a delicious cosmic irony here that Weird & Wild can't help but savor. We've spent decades imagining that the first great AI teacher would be a glowing hologram or a benevolent superintelligence dispensing infinite knowledge. Instead, the vanguard of AI education is a flesh-and-blood Scot named Jamie Laycock telling teenagers that their new digital oracle is, frankly, a bit of a liar. This is the reality of our strange new epoch: the most critical skill in the age of artificial intelligence isn't coding or prompt engineering—it's the ancient, deeply human art of skepticism. Laycock's approach speaks to a profound truth about the nature of intelligence, both natural and synthetic. Large language models don't "know" anything in the human sense; they pattern-match across vast oceans of data, generating text that *sounds* confident regardless of underlying accuracy. They are, in a very real sense, the universe's most sophisticated bullshitters. Teaching children to interrogate these systems is akin to teaching them to navigate a world where the very fabric of information has become malleable. It's epistemology as a survival skill. What makes this story so fascinating is its setting: the classroom. We tend to think of AI as a technological upheaval, a Silicon Valley phenomenon. But the real revolution is pedagogical. The first generation to grow up with ubiquitous generative AI is currently in school, and how they learn to relate to these tools will shape the entire trajectory of human-machine interaction. Laycock isn't just teaching a subject; he's cultivating a new kind of cognitive immune system for civilization. The goal isn't to reject AI, but to engage with it critically—to hold its dazzling outputs up to the light and ask, "But is it *true*?" The deeper weirdness here is the recursive loop. An AI teacher warning against AI is a human using human methods to prepare other humans for a world where human and machine cognition are increasingly entangled. As these students grow up, they'll negotiate with algorithms for jobs, for news, for companionship. The skepticism Laycock is instilling today may be the only thing standing between us and a future where we can no longer distinguish the signal from the noise. It's a small story about one teacher in Scotland, but it's really a story about the ontological crisis of the 21st century—and the brave souls trying to arm the next generation against it. Source: [BBC News - Scotland's first AI subject teacher warns pupils](https://www.bbc.co.uk/news/articles/c6qjk9n7gge7o)