How I Actually Use AI
Towels, a Roomba, dinner, and translation
A few ordinary ways AI saved me money, time, or aggravation.
I saved about $400 by dyeing my towels instead of replacing them
My towels were faded but still good. I photographed them, showed AI the colors I wanted, weighed each batch, used test cloths, and corrected the calculations as the plan changed.
What I got out of it: The finished colors worked, we kept the towels, and I avoided spending about $400 replacing them.
Why AI was useful: It could work from my towels, measurements, test results, and color choices instead of giving me one generic dye recipe.
Full storyI researched replacement wheels for my Roomba
The rear wheels on our nearly five-year-old Roomba j7+ were almost worn smooth. I supplied photos and used AI to identify likely OEM and aftermarket replacement parts within my price limit.
What I got out of it: A reasonable repair path that may let me keep the vacuum. I have not installed the parts yet.
Why AI was useful: I could start with pictures of the actual wear. I still had to correct it when it confused the j7+ with a Combo j7+.
Full storyI made naan pizza from what was actually in the house
We had naan and garden vegetables. The first AI suggestions called for ingredients I did not have, so I redirected it toward balsamic, ranch, honey mustard, and the rest of the actual refrigerator.
What I got out of it: A dinner plan built around what was available instead of another grocery trip.
Why AI was useful: I could keep correcting the suggestions until they fit our kitchen rather than search for a recipe that happened to match it.
Full storyI turned nine produce photos into a usable list
I photographed the garden produce and asked AI for a recipe-friendly inventory. It called roughly fifteen lemon cucumbers potatoes. I corrected it, and it rebuilt the list.
What I got out of it: An organized starting point without identifying everything one item at a time.
Why AI was useful: I could give it the whole pile at once, keep the confidence limits visible, and correct the miss.
Full storyI translated a DFO document and checked it on the way back
For a Hands On AI Lab class, I translated a Dear Future Overlords document into conversational Mexican Spanish, then blind-translated that version back into English to check whether the meaning held together.
What I got out of it: A practical translation exercise I could inspect from the language I know. A class participant was impressed by the result.
Why AI was useful: I could create the translation and run a meaning check without pretending I could personally judge every Spanish phrase.
Full storyNone of this was especially futuristic.
I saved some money.
I avoided a couple of extra errands.
I used things I already had.
I fixed a few small problems faster.
That is mostly what AI looks like in my life.