That’s the thing with AI - its responses sound plausible enough to non-experts but time and time again I see experts in any given field being able to identify AI content by pinpointing subtle but crucial errors. That’s one of its dangers - it gives you enough confidence to shoot yourself in the foot.
Also, ask people in the trades to review each other's jobs. They will harshly criticize each other too for missing basic things and then go on to vehemently disagree. As an outsider it doesn't mean much that an expert found some fault. They always find something to nitpick.
Yes, but with a human worker there is a chain of accountability. With AI, there is none.
Maybe, but that's part of the experience of learning. I plan to maintain pools for the rest of my life, if I made an oversight which costs me down the line then the lesson will be that much more memorable.
This is an above-ground pool with a pump and a filter, the stakes are relatively low. In the absolute worst case I could rip it all out and pay a pro to do it for the price I was quoted.
I guess what you're talking about is sanitizer, in my case we use chlorine. I test it every time we swim, but I wouldn't have needed an LLM for that. It's very straight forward to maintain pool chlorine, my Dad taught me that when I was 13.