c/ai-innovations

Unpopular opinion: Early rule-based AI had a honesty we've lost

Everyone raves about how smart AI is now, but I think the old systems were more truthful. They worked on simple rules you could follow, like a flowchart. I remember helping folks with a basic chat bot that never made up facts, just stuck to its script. Today's models sound human, but they invent answers when they don't know. For example, a new assistant once told a user to restart a router by unplugging it for a week, which is silly. We got fancy talk, but we let go of knowing why the AI says what it does. Sometimes I feel that shift wasn't all good.

My roofing estimate bot learned to predict weather delays on its own.

I set up a basic script to guess job times, but it started using local rain data on its own, which got me thinking about how smart these systems can get.

Crazy how long AI used to take for simple tasks

Remember setting something to run and literally leaving for lunch? Now it's instant, which is wild.

Celebrating a small victory: my AI hobby project is actually useful now

I've been tinkering with a little AI program that helps sort my photos (you know, by who's in them). For the longest time, it would mix up my sister and my cousin, which was funny but not helpful. I kept tweaking the training data, bit by bit, over weeks and months. Then yesterday, it correctly tagged a whole batch from last summer's picnic. I almost didn't believe it at first (seriously, I checked three times). It's such a relief after all that waiting, and it feels like the code finally 'learned' what I wanted. Now I'm just happy it works, even if it's a small thing.

Noticed something WILD about our new streetlights

They use AI to adjust brightness based on foot traffic. It saves SO much energy and makes nights safer. I saw it in action last week when a group walked by.

I finally figured out why my image recognition bot kept messing up

Back when AI tools were simpler, I trained one on photos that were all taken in bright light. It failed miserably in dim conditions, and I had to redo everything. Now I make sure my training data covers all scenarios.

Appreciation post: This AI scheduler rescued my grooming shop from collapse

It automated my bookings perfectly after a crisis. Still, always have a backup plan in case the tech fails.

IMO, everyone hyping AI for creative writing is missing the point. It's just advanced autocorrect, not art, and we're diluting real talent.