Which Parts You Chose

You're stuck. Maybe it's a lyric, or the last sentence of a paragraph, or the color one corner of a canvas wants.

You ask a machine, and the answer comes back smooth and sure of itself. It sounds right, so you take it. Later you look at the finished piece and wonder which parts you chose.

In Make It First, we wrote about order: make your own draft before you bring AI in. This one is about the moment after you ask.

A recent working paper from two researchers at Wharton has a name for what often happens next. Steven Shaw and Gideon Nave gave people reasoning puzzles, the kind with a tempting wrong answer, and a chatbot they could ask whenever they liked. In secret, it was set to give the tempting wrong answer about half the time.

People asked often, and when the chatbot was wrong they mostly went along with it. The researchers call this cognitive surrender: adopting a machine's answer in place of building your own.

They set it apart from ordinary help. A calculator or a map takes over part of the job, and you still decide where you're going. Surrender is when the deciding stops.

The study's puzzles had right answers, so the lesson for art is ours to draw. In making things, the deciding is the work.

A song is hundreds of small choices: a word, a chord, how long a silence lasts. Those choices add up to your taste, the thing that turns an idea anyone could have into yours.

In the study, people who enjoy thinking things through surrendered less. If working things out is part of why you make things, that pleasure is worth guarding.

Use the tools if they help. Keep the decisions.

That's how we try to use AI here. We ask the questions, you answer, and what the AI writes back is drawn from your answers.

So when a suggestion seems finished before you've felt anything about it, slow down and ask who decided. Keeping it can be your decision too, as long as you make it.