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NZZ: Workslop, When AI Destroys Productivity
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NZZ: Workslop, When AI Destroys Productivity

Author
Romano Roth
I believe the next competitive edge isn’t AI itself, it’s the organisation around it. As Chief AI Officer at Zühlke, I work with C-level leaders to build enterprises that sense, decide, and adapt continuously. 20+ years turning this conviction into practice.
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Summary
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The NZZ article examines “Workslop” - a new term for sloppy work produced through careless AI use. While tech companies promote AI as a productivity miracle, the reality shows a darker side: AI makes it easy to produce polished-looking but often substanceless or incorrect content. This creates extra work for colleagues who must clean up the mess, damages trust in teams, and ultimately destroys the productivity AI was supposed to improve.

The article highlights how AI-generated content now makes up 50% of internet content, how marketing professionals “despair at polished AI garbage,” and how even major consulting firms like Deloitte have suffered reputational damage from unchecked AI errors.

My Quotes
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“In the past, poor writers produced little, and certainly nothing that sounded this good.”

On the importance of maintaining ownership and control over AI-generated content:

“AI cannot take responsibility. It must always remain your own content.”

I advise to always maintain “Ownership” and to always verify AI-generated content before using it.


Read the full article on NZZ