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[personal profile] mtbc
I routinely use generative AI in my workplace, my employer encourages it and pays for it. It works well, it's a definite help. At least for the meantime, it requires my expert supervision, close monitoring, to do good work but it's actually rather clever at times even if often rather dumb too. Where my work strays beyond my expertise, it fills in for me.

I have probably mentioned that I like the description of computer programming as mathematical engineering, it captures what I enjoy most about it. It's rewarding to devise and express good solutions. I love to create systems that do well at behaving in desired ways.

So, sometimes, for those parts of my work tasks to which I was looking forward, I've typically been working with the AI enough that it has the context to say, hey, you still have this bit unfinished, shall I do it? and I'm like, no, let me!

For the moment, I can still capture some crumbs of what I love to do. However, I wonder how obsolete that's becoming, the future's arriving faster than I expected. You could drop me back into the 1980's and I could be very happy writing software but these days nobody wants programmers who could hit the ground running in that kind of environment. Given the speed at which coding assistance has become rather good, I can't help but wonder if the 2030's will largely have only jobs for people who can direct the constellation of artificial agents well. That's a thing I'm sure I can do competently to support my family but … how much do I want to?

I love to learn about what clients actually need, figure out how I can meet those needs by creating software, then to deliver something valuable to them. But what I love most is the part of the process that machines may soon do maybe not quite as well but far cheaper than I.

I find myself looking back to things I once did and appreciating that at least I had the chance. I loved doing simple things like driving a rusty pickup truck through the Ohio countryside in the sunshine. Or, in this case, the chance, repeatedly, to be paid to solve interesting problems by creating software by my own brain and hand. Of course, I can still do what I like as a hobby though it feels emptier if it just means that I am doing something the hard way. I also wonder how healthy it is for one's likes to be overly nostalgic. I have an elderly relative who probably feels as if the world has gone downhill since the 1950's. I don't want that to be me someday, I should find more ways to embrace the future.

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Mark T. B. Carroll

February 2026

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