Close Menu
TechurzTechurz
    What's Hot

    From teen hacker to Iron Dome researcher, this founder raised $28M to fight AI phishing

    May 19, 2026

    ‘Survivor’ stars Kyle Fraser and Kamilla Karthigesu introduce a goal-tracking app, Paprclip

    May 19, 2026

    Forget the feed: Status AI raises $17M to turn social media into interactive entertainment

    May 19, 2026
    Facebook X (Twitter) Instagram
    Tech Pulse
    • From teen hacker to Iron Dome researcher, this founder raised $28M to fight AI phishing
    • ‘Survivor’ stars Kyle Fraser and Kamilla Karthigesu introduce a goal-tracking app, Paprclip
    • Forget the feed: Status AI raises $17M to turn social media into interactive entertainment
    • Stilta raises $10.5M from a16z and YC to help companies rediscover the patents they forgot they had
    • South Korea’s LetinAR is building optics behind AI glasses
    X (Twitter) Pinterest YouTube LinkedIn WhatsApp
    TechurzTechurz
    • Home
    • AI Systems
    • Cyber Reality
    • Future Tech
    • Disruption Lab
    • Signals
    • Tech Pulse
    TechurzTechurz
    Home - Disruption Lab - AI Workslop Is a $9 Million Issue: Stanford, BetterUp Study
    Disruption Lab

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

    TechurzBy TechurzSeptember 24, 2025Updated:May 11, 2026No Comments4 Mins Read
    Share Facebook Twitter Pinterest LinkedIn Tumblr Reddit Telegram Email
    AI Workslop Is a $9 Million Issue: Stanford, BetterUp Study
    Share
    Facebook Twitter LinkedIn Pinterest Email

    More than half of workers surveyed were “annoyed” to receive AI-generated work, according to a new study.

    Key Takeaways

    • A new study from Stanford University and AI coaching platform BetterUp has coined a new term for subpar AI-generated content: workslop.
    • About 40% of the 1,150 workers surveyed in the study reported receiving workslop from their colleagues.
    • The study’s authors say businesses should be transparent with employees about when and how to use AI at work.

    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.”

    Key Takeaways

    • A new study from Stanford University and AI coaching platform BetterUp has coined a new term for subpar AI-generated content: workslop.
    • About 40% of the 1,150 workers surveyed in the study reported receiving workslop from their colleagues.
    • The study’s authors say businesses should be transparent with employees about when and how to use AI at work.

    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.

    BetterUp Issue Million Stanford study Workslop
    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    Previous ArticlePublishers are finally going after Google. What happens now?
    Next Article Hackers Exploit Pandoc CVE-2025-51591 to Target AWS IMDS and Steal EC2 IAM Credentials
    Techurz
    • Website

    Related Posts

    Opinion

    Two college kids raise a $5.1 million pre-seed to build an AI social network in iMessage

    April 24, 2026
    Opinion

    Spain’s Xoople raises $130 million Series B to map the Earth for AI

    April 6, 2026
    Opinion

    Nomadic raises $8.4 million to wrangle the data pouring off autonomous vehicles

    March 31, 2026
    Add A Comment
    Leave A Reply Cancel Reply

    Top Posts

    College social app Fizz expands into grocery delivery

    September 3, 20252,288 Views

    A Former Apple Luminary Sets Out to Create the Ultimate GPU Software

    September 25, 202516 Views

    The Reason Murderbot’s Tone Feels Off

    May 14, 202512 Views
    Stay In Touch
    • YouTube
    • WhatsApp
    • Twitter
    • Pinterest
    • LinkedIn
    Latest Reviews

    Techurz is a future-first technology publication covering AI systems, cyber reality, future tech, disruption, and digital signals — written today, searched tomorrow.

    Useful Links
    • Affiliate Disclosure
    • Terms and Conditions
    • Privacy Policy
    • Cookie Policy
    • Write For Us
    • About Us
    • Contact Us
    USEFUL LINKS
    • Our Authors / Editorial Team
    • Advertise
    • Disclaimer
    • DMCA
    • Editorial Policy
    • Sitemap

    Join the Techurz Brief

    The future does not arrive suddenly.
    Get sharp weekly signals on the technologies, risks, tools, and shifts that matter before they become obvious.

    Facebook X (Twitter) Instagram Pinterest
    • About Us
    • Contact Us
    • Privacy Policy
    • Terms and Conditions
    • Disclaimer
    © 2026 techurz. Designed by Pro.

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