The AI Toolbox, Revisited: What I’ve Learned Using It

I didn’t come to artificial intelligence as a “tech person.” I came to it the way most of us do—out of curiosity, and maybe a fair amount of skepticism.

Atfirst,Iuseditlightly.Then I began handing it real work. I’ve used it to sort through old records—handwritten deeds, tax rolls, and court filings that aren’t easy to read, much less understand. It doesn’t replace the work, but it helps bring clarity faster. Names start to line up, dates begin to make sense, and what once felt scattered starts to take shape.

I’ve used it on present-day problems too. County budgets, for example—real numbers, real decisions. It can help break things down, organize information, and even suggest where to look a little closer. It doesn’t make the decision, but it helps you see the landscape more clearly. I’ve used it to generate questions on an upcoming interview. Yes, it helps me to stay focused.

It’s also proven useful in ways I didn’t expect—like thinking through practical challenges. Thinking through how to make better use of a building. How to move inventory that’s been sitting too long. How to turn an idea into something workable. In those moments, it feels less like a machine and more like a second set of eyes.

And then there’s something nearly everyone can appreciate: making a big purchase. Whether it’s equipment, appliances, or something for the home or business, I’ve used AI to compare models, check price ranges across different places, and figure out what actually matters versus what’s just good advertising. It can suggest the right questions to ask before you buy—and sometimes that alone can save you money.

What I’ve found is that it gives you a kind of quiet confidence. You’re not walking blindly. You may not know everything, but you know enough. But I’ve also learned its limits. It can be wrong – sometimes confidently so – and it has no sense of what truly matters unless you bring that to it. It won’t replace judgment, experience, or instinct. What it can do is help you reach a decision a little faster and with a bit more clarity. Used well, it becomes something steady and practical— not a substitute for common sense, but a support to it.

Lisa Musick of Praha is a writer, historian and welcomes feedback and questions via email at: lisa@lisamusick. com