episcope

Definition

AI-generated work that looks polished but carries little substance, so the effort the sender saved is pushed onto whoever receives it. The team-level pattern that cognitive debt and power user fatigue produce in one worker.

What is at stake

Around 40 percent of workers received it in the last month, at a self-reported cost near 186 dollars per person per month. The sender's productivity gain was real. It was moved rather than created.

Where the word came from

  1. Slop as internet vernacular for low-quality generated contentin circulation from 2022
  2. WorkslopNiederhoffer, Rosen Kellerman, Lee and Hancock, 2025, which measured the transfer

How episcope came to it

The workslop survey, 22 September 2025. A vendor survey with a university lab attached.

What to watch for

The article calls it an invisible tax. That sits close to episcope's cognitive tax without being the same claim, since one describes a transfer between people and the other a cost inside one person.

Papers behind it

Niederhoffer, K., Rosen Kellerman, G., Lee, A., & Hancock, J. T. (22 September 2025). AI-Generated ‘Workslop’ Is Destroying Productivity. Harvard Business Review.

Vendor surveyBetterUp Labs with the Stanford Social Media Lab, self-reported. It holds as a survey finding.

Read next

Back to the glossary