The skill compounds, so start now

Working well with AI is not a fact you look up; it's a skill you build by doing. You learn where it's strong, where it bluffs, how to frame a task so the output is useful, and when to throw the answer out. None of that arrives by reading about it. It arrives through reps — small, real attempts on work you actually care about.

And skills compound. Each rep makes the next one sharper, so the person who started a month ago isn't a month ahead, they're pulling away. Waiting for the tools to "settle down" feels prudent, but it just means starting later from zero while the gap widens. The reps don't get easier because you delayed; you simply did fewer of them.

The habit that makes this stick is the same one behind learning anything: Retrieval, not rereading, is what makes it stick, so do the thing and recall what worked rather than collecting tips you never use. Keep the frame honest, too — you're practicing a tool, not outsourcing your head, because AI is one tool for thinking, not the thinker.

See why we need it.

Next: pick one real task this week and do it with AI in the loop.