Gaming Your Way to Sharper AI Prompts


 

A common sentiment that AI evangelists have expressed to me is their eagerness to outsource their day-to-day communications to it. I am not about to state that this is always a mistake. Certain missives are so rote and return so little for the invested effort that it’s hard to justify composing them from scratch. We’ve all sunk time into sending formulaic emails, which could have been better spent doing almost anything else.

But here’s the catch: if you want AI to do its best work, you have to stay sharp yourself. These tools are only as strong as the thinking and language you bring to them.

What I suspect yields the best long-term utility is to do some portion of your language composition completely unassisted. I don’t advance this out of some metaphysical concern for preserving the human soul (though it can double as that in a pinch), but as an appeal to the practical pursuit of conjuring the best AI output possible.

Just as Formula 1 drivers physically condition to better handle their finely tuned machines, practicing language skills without AI augmentation hones your ability to wield AI deftly. In this article, I offer three activities — really, two warm-ups and a high-intensity workout — that help extend what you can elicit from AI and cultivate your self-expression.

On the Write Track

To start, do some writing without AI. Most of the time, our thoughts crest and subside in unpredictable waves. This rhythm can surface profound realizations, but inconsistently so. Focused, linear thinking counterbalances the mind’s tendency to spontaneity with structure. By directing attention to one thought and playing it forward from there, you can pull at one of the innumerable threads lying all around us.

Writing is the documentation of this cognitive exercise — it’s like taking photographs as you follow your thoughts. The same sequential progression of reasoning at the heart of good writing is what organizes your instructions to the AI. As much as AI hype-chasers glorify what I just described as “prompt engineering”, it’s actually good, old-fashioned articulateness.

A Penny for Thoughts Is a Sound Investment

Once you’ve checked that box, start talking to people about things they understand but you don’t. Learning about something by discussing it with an expert is a kind of language puzzle, because you have to figure out how to figure out what to ask. You are prodding into the unknown. Without subject matter knowledge, you don’t know what rocks to look under.

But this is a conversation: you get the chance to iterate. If you hit a dead end, you change tack. When you find one breadcrumb, you’re closer to finding a loaf. Practice formulating the right diagnostic questions, and you get faster at discovering the tailored questions that unlock more arcane knowledge. Those opening questions are the trickiest, but once you get familiar with them, you will open doors you didn’t even realize were there.

Gaming the System

Now that you’ve gotten the hang of those, you’re ready to sit down and play an old-school tabletop role-playing game (RPG). It was only a matter of time until I worked this pastime of mine into one of my articles, but I can’t imagine a more fitting pretext.

For those unfamiliar with the genre, a tabletop RPG is a game in which one player, usually referred to as the “game master” or similar appellation, creates and administers an imaginary game world, and the other players each have a character that they use to interact with everything in that game world.

 

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