Generative AI can be useful, but only when it meets genuine expertise. In this post I outline a three-dimensional model of “Domain, Technological, and Situated” knowledge and argue that the real power of technologies like ChatGPT lies with those who already possess at least one of these strands.

I introduce situated expertise: the reflexive, context-aware capacity to apply and communicate knowledge responsibly within real communities and settings.