September 28, 2025
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Workslop: When AI's Fancy Output Turns into Office Busywork

Ah, 'workslop'—the perfect portmanteau for that shiny AI-generated report that looks impressive at first glance but leaves you scratching your head, wondering why it didn't actually solve anything. Kudos to the folks at BetterUp Labs and Stanford for naming this beast; it's like calling out the emperor's new clothes in the AI world. We've all been there: fire up ChatGPT for a quick draft, and boom, you've got something that sounds smart but misses the plot entirely, forcing the next person to play detective.

Pragmatically speaking, this explains a ton about why so many companies are pouring cash into AI without seeing the payoff—it's not the tech failing us, but how we're wielding it like a blunt hammer instead of a scalpel. That 40% of workers getting hit with workslop monthly? Oof, that's a productivity vampire sucking the life out of teams. The real kicker is how it cascades: one sloppy output means everyone's downstream wading through the mess, turning innovation into irritation.

But here's the intriguing angle—workslop isn't a sign to ditch AI; it's a nudge to get smarter about it. Imagine treating AI like a eager intern: full of potential, but needs guidance to avoid disasters. Leaders, lead by example—don't just prompt 'write a strategy'; specify the context, the goals, and the guardrails. And teams, let's foster a culture where questioning AI's output is as routine as spell-checking. It's not about fearing the tech; it's about hacking it to actually help, not hinder. In the end, blending human smarts with AI's speed could turn this slop into something substantial—if we stay vigilant and a bit skeptical. Source: Beware coworkers who produce AI-generated ‘workslop’

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