"AI slop is a ‘you’ problem."
Dean Hilario, AI and Innovation Lead
AI can generate slop. In fact, it’s really good at it. But at the end of the day, we’re fully responsible for what makes it out of our Claude — or any other AI tool, for that matter.
I don’t want to use the “t” word (taste). But we really do need to understand what ‘good’ means when we’re working with these tools, and no amount of prompt engineering is going to replace that.
And yes, I know there’s a knee-jerk reaction that any and all AI output is bad. Some of that is deserved. Most of the time, though, slop comes from a failure to direct, question, edit and improve what the tool produced. If you took the first thing it gave you from the first prompt you wrote, and moved on, that's probably slop.
And that's on you. If you ship it, you own it.