# AI Slop Grenades

By Joshua Scutts | Published 2026-10-07

Source: https://www.joshuascutts.com/blog/ai-slop-grenades

Everyone can feel it. The polished junk. The fake progress. The two hours you spend cleaning someone else's ChatGPT homework.


You can feel it in your feed. You can feel it in your inbox. You can feel it in the meeting where someone drops a twelve-page deck that looks expensive and means nothing.

AI slop. Merriam-Webster made it Word of the Year. LinkedIn put a **"seems like AI slop"** button on the platform — which is either progress or the saddest feature launch of the decade, depending on how many costume decks you've already had to smile through. Stanford and BetterUp studied the workplace version and called it **workslop**: AI content that masquerades as good work, then dumps the real work on whoever has to read it. Forty percent of people said they'd been hit in the last month. Average cleanup: almost two hours. Then you trust the person who threw it a little less. Half the people in that study also admitted they'd thrown one themselves. So yes: everyone is catching them, and half of us are also the problem.

That is a slop grenade.

Not "AI bad." Not the night-shift systems that actually move a business. A grenade is the cheap blast of polished junk — the LinkedIn thread with the three-beat lists, the strategy PDF nobody owns, the agent demo that works once on stage and dies on Monday. Superficial competence. Almost no effort from the thrower. Infinite volume. The receiver pays. Same energy as the Facebook feed full of AI shrimp Jesus and talking tomatoes: volume wins the algorithm, and your brain gets the bill.

I am sick of catching them. Most people I know are too. They just haven't named the weapon yet.

The tell is always the same. Nice fonts. Confident tone. No heading owned by a human. No decision it binds. No system that still runs when the chat closes. It looks like progress so the room nods. Then someone has to decode it, fact-check it, rewrite it, and call another meeting to clean up the mess. Effort moved downstream. Trust moved with it. If it came from your boss, you can't even say the quiet part out loud — you just redo the homework and smile.

I build engines. Engines keep working when I am not in every room. Slop grenades are the opposite. They only work if you stay in the room and mop.

If your "AI strategy" is tossing costumes into other people's calendars, you are not innovating. You are farming burden. And everyone can smell it now.