Some quick thoughts on AI in the workplace

Or
This is the sort of thing I would put on LinkedIn if I cared at all about LinkedIn

I got an email this morning informing me that I was only using 3 of the 4 AI tools that have been made available to my company at the expected rate, and I would need to begin using the fourth, and my mind immediately went to XKCD 2899.

The idea of tracking AI usage actually makes sense to me, but as a metric, not a target. Tracking it as a target implies to me a certain level of buy in, belief in the assumption that this stuff makes you more productive at your job. And I’m not actually convinced that’s true for me.

Information Sourcing and CYA

My primary issue with AI in a professional setting (please don’t confuse it with my personal opinion) is that it does very little that’s actually useful for me. I can think of one general use for the stuff that I use willingly, and it’s a internal RAG bot.

Why do I like this RAG bot? Simple, it lists all it’s sources, and it’s hooked up in such a way that it’s better at searching our documentation (internal and client facing) then any other tool. But I don’t automatically trust it’s summaries.

I’m working on an internal cross-team project at the moment with a fair number of my co-workers, and I was a bit surprised to see them treating information from this bot fairly credulously.

I like these people. I trust their judgement in their areas of expertise.

But I will walk barefeet across broken glass before I quote a price to customer in the seven fucking figure range for a feature because an AI told me it was accurate without double checking that shit first.

And I suppose this is why I don’t like workplace AI much. If it screws up, (and as of 2025, this stuff DOES screw up) its ass doesn’t get fired. Mine does.

And I do not trust a bunch of rushed to market, hype driven, LLM’s with my personal job security.

So going back to that opening point: I’ll use our AI tools. But for most of them, I’ll be using them because I’m required to, not because they solve a business problem or need I have.