AI has made me a faster, sharper engineer. It fills gaps, catches mistakes, and handles the repetitive work so I can focus on what matters.

But I’ve started wondering about the other side of that.

If AI amplifies the productive, does it also amplify the unproductive — giving them the appearance of output without the understanding behind it? And if the people evaluating the work don’t know enough to tell the difference, would anyone even notice?