68% of AI power users do one thing differently — and it is not a prompt trick

Working with AI agents makes you a better communicator

Most people are still prompting like it’s November, and the model on the other end stopped being the same machine months ago.

Opus 4.7 and GPT-5.5 landed in the last two months. The agents built on top of them now run for hours on a single request — they edit files, search archives, write code and test it, and come back with something close to a finished artifact. That capability jump is the largest single move I have watched in two years of doing this work. Our prompting has not moved with it.

When I look over people’s shoulders, I see the same kinds of requests I saw last September going into a system that is a hundred times more capable. The output comes back polished and mostly useless, and the person at the keyboard concludes the model is mediocre. That is almost never what is actually happening. The assignment is mediocre, and the model is just being honest about it.

The shift is from prompting to briefing. Last year, the best advice was to talk to AI like a careful junior employee who needed every step spelled out, every format specified, every structural decision made for them. That advice was right for the models we had, and those models needed it. The models we have now do not. A senior partner needs the goal, the context, the constraints, and the quality bar, and then they need room to push back. An agent running on 4.7 or 5.5 works the same way, and most of the leverage in the new models lives in that gap between what you tell a junior and what you tell a senior.

A prompt is something you type into a box. A useful question is the same thing done seriously — work made legible enough that another intelligence can act on it.

Here’s what’s inside:

• The senior-partner shift. What actually changes about your request when you stop prompting and start briefing.

• The generic output trap. Why polished, useless AI work is almost always a mirror of the assignment, not the model.

• The six-field brief. The template that turns a vague ask into something an agent can run with for hours without drifting.

• The same brief, for humans. Why this makes you a clearer manager, a sharper colleague, and easier to work with than most of your team.

• Three prompts that earn their keep. The brief builder for when you do not know how to start, the thin-ask detector for the request you suspect is too vague to send, and the finish line for work that keeps almost being done.

The brief and the prompts are below. So is the part most people miss: get good at this with the agent and you get better with the humans too.