• Home
  • News
  • Personal Finance
    • Savings
    • Banking
    • Mortgage
    • Retirement
    • Taxes
    • Wealth
  • Make Money
  • Budgeting
  • Burrow
  • Investing
  • Credit Cards
  • Loans

Subscribe to Updates

Get the latest finance news and updates directly to your inbox.

Top News

The Main Reason Not To Retire

January 20, 2026

The 8-Step Savings Roadmap I Wish My Parents Had

January 20, 2026

These Jobs Pay Six Figures in 2026 — and It’s Relatively Easy to Land One

January 20, 2026
Facebook Twitter Instagram
Trending
  • The Main Reason Not To Retire
  • The 8-Step Savings Roadmap I Wish My Parents Had
  • These Jobs Pay Six Figures in 2026 — and It’s Relatively Easy to Land One
  • How I Scaled a Niche Conference From 80 to 800 Attendees
  • 5 Myths About Patents That Are Holding Entrepreneurs Back
  • How We Out-Innovated Industry Giants on a Tight Budget
  • What Startups Need to Learn from Fortune 500 Playbooks (and What They Shouldn’t)
  • 11 Reasons You Don’t Want to Retire in Florida — According to a Former Floridian
Tuesday, January 20
Facebook Twitter Instagram
iSafeSpend
Subscribe For Alerts
  • Home
  • News
  • Personal Finance
    • Savings
    • Banking
    • Mortgage
    • Retirement
    • Taxes
    • Wealth
  • Make Money
  • Budgeting
  • Burrow
  • Investing
  • Credit Cards
  • Loans
iSafeSpend
Home » AI Workslop Is a $9 Million Issue: Stanford, BetterUp Study
Make Money

AI Workslop Is a $9 Million Issue: Stanford, BetterUp Study

News RoomBy News RoomSeptember 23, 20250 Views0
Facebook Twitter Pinterest LinkedIn WhatsApp Reddit Email Tumblr Telegram

A new research report has coined a new term for inadequate AI-generated content at work: workslop.

The word refers to content that looks polished but lacks substance. It applies to AI-generated slideshows, lengthy reports, summaries, and code. While the content looks good on the surface, it ends up being incomplete, missing context, or unhelpful to the task at hand. And a new study released on Monday found that 40% of workers have reported receiving workslop in just the past month.

“Rather than saving time, it leaves colleagues to do the real thinking and clean-up,” the report reads.

Related: 37% of Employers Would Rather Hire a Robot or AI Than a Recent Grad: ‘Theory Alone Is No Longer Enough’

To write the study, Stanford Social Media Lab researchers partnered with AI coaching platform BetterUp to conduct an online survey of 1,150 full-time U.S. desk workers this month. Employees who reported encountering workslop said that it caused them to take extra time and mental energy from their day to figure out how to appropriately address the work with the colleagues who had submitted it.

Over half (53%) of respondents were “annoyed” to receive AI-generated work, and 22% were “offended.” Close to half said they thought of their co-workers as “less creative and reliable” after they submitted the workslop.

It also took an average of two hours to resolve each incident, making the invisible tax of workslop about $186 per month, based on the salaries the workers reported receiving. That means that the average annual cost of workslop for a 10,000-person organization is about $9 million per year, the study found.

Related: Employers Say They Want to Hire Candidates With AI Skills, But Employees Are Still Sneaking AI Tool Use in the Office

The difference between workslop and sloppy work is that workslop doesn’t require any effort to create, while sloppy work still requires a little bit of effort, Stanford Professor of Communication and one of the authors of the study, Jeff Hancock, told CNBC.

“Now that [the effort] piece is gone, I can generate a lot of useless or unproductive content very easily,” Hancock told the outlet.

What can businesses do about workslop?

Hancock recommended that business leaders give guidance to employees about when and how to appropriately use AI at work. Workers should be clear about when they’re using AI, so colleagues aren’t surprised by it, he said.

Related: Almost 100% of Gen Zers Surveyed Admitted to Using AI Tools at Work. Here’s Why They Say It Is a ‘Catalyst’ for Their Careers.

Another study author and Vice President of BetterUp Labs, Kate Neiderhoffer, told CNBC that managers should give workers specific reasons for why they should use AI to complete certain tasks. They should offer clarity about the policies and training that go along with using AI, she added.

AI can provide “incredible” use cases, Neiderhoffer told the outlet, but not when used in a “copy-and-paste mode” where you “just let the tool do all the work for you.”

A new research report has coined a new term for inadequate AI-generated content at work: workslop.

The word refers to content that looks polished but lacks substance. It applies to AI-generated slideshows, lengthy reports, summaries, and code. While the content looks good on the surface, it ends up being incomplete, missing context, or unhelpful to the task at hand. And a new study released on Monday found that 40% of workers have reported receiving workslop in just the past month.

“Rather than saving time, it leaves colleagues to do the real thinking and clean-up,” the report reads.

The rest of this article is locked.

Join Entrepreneur+ today for access.

Read the full article here

Featured
Share. Facebook Twitter Pinterest LinkedIn Tumblr Email

Related Articles

The 8-Step Savings Roadmap I Wish My Parents Had

Burrow January 20, 2026

These Jobs Pay Six Figures in 2026 — and It’s Relatively Easy to Land One

Make Money January 20, 2026

How I Scaled a Niche Conference From 80 to 800 Attendees

Make Money January 20, 2026

5 Myths About Patents That Are Holding Entrepreneurs Back

Investing January 20, 2026

How We Out-Innovated Industry Giants on a Tight Budget

Make Money January 20, 2026

What Startups Need to Learn from Fortune 500 Playbooks (and What They Shouldn’t)

Make Money January 20, 2026
Add A Comment

Leave A Reply Cancel Reply

Demo
Top News

The 8-Step Savings Roadmap I Wish My Parents Had

January 20, 20260 Views

These Jobs Pay Six Figures in 2026 — and It’s Relatively Easy to Land One

January 20, 20260 Views

How I Scaled a Niche Conference From 80 to 800 Attendees

January 20, 20260 Views

5 Myths About Patents That Are Holding Entrepreneurs Back

January 20, 20260 Views
Don't Miss

How We Out-Innovated Industry Giants on a Tight Budget

By News RoomJanuary 20, 2026

Entrepreneur Key Takeaways You don’t need more money than the biggest players in your space…

What Startups Need to Learn from Fortune 500 Playbooks (and What They Shouldn’t)

January 20, 2026

11 Reasons You Don’t Want to Retire in Florida — According to a Former Floridian

January 19, 2026

5 Legit Side Hustles for Introverts (No Uber Driving Required)

January 19, 2026
About Us

Your number 1 source for the latest finance, making money, saving money and budgeting. follow us now to get the news that matters to you.

We're accepting new partnerships right now.

Email Us: [email protected]

Our Picks

The Main Reason Not To Retire

January 20, 2026

The 8-Step Savings Roadmap I Wish My Parents Had

January 20, 2026

These Jobs Pay Six Figures in 2026 — and It’s Relatively Easy to Land One

January 20, 2026
Most Popular

Looking for today’s lowest mortgage rate? Try 15-year terms | August 4, 2023

August 5, 20238 Views

Don’t Hesitate on Integrating AI — You’ll Risk Becoming Obsolete

January 11, 20263 Views

Why Your Website Gets Clicks But No Customers

January 17, 20262 Views
Facebook Twitter Instagram Pinterest Dribbble
  • Privacy Policy
  • Terms of use
  • Press Release
  • Advertise
  • Contact
© 2026 iSafeSpend. All Rights Reserved.

Type above and press Enter to search. Press Esc to cancel.