Designing AI for journalism means designing against a specific failure mode: a tool that erodes the trust it was built to protect. This is how research, not intuition, prevented that.

When organizations first approach AI, the conversation almost always stays within the boundaries of what they have experienced with ChatGPT. The fog lifts only when they encounter what AI can actually do beyond generating text — and realize the distance between a chatbot and a trained operational model.