The most useful AI is the kind you don't notice: it removes friction and lets people do what they do best.
There's a lot of talk about replacing tasks with AI. I prefer to talk about augmenting people.
A good AI project rarely starts with technology. It starts with a simple question: where is the real friction? Once that friction is clear, AI becomes one tool among others, chosen because it genuinely solves the problem.
In practice this means clear guardrails, cited sources, and always a human in the loop for the decisions that matter. That's how trust is built, not through announcements.