5 Sources
[1]
AI 'workslop' is creating unnecessary extra work. Here's how we can stop it
University of Melbourne provides funding as a founding partner of The Conversation AU. Have you ever used artificial intelligence (AI) in your job without double-checking the quality or accuracy of its output? If so, you wouldn't be the only one. Our global research shows a staggering two-thirds
[2]
AI 'workslop' is creating unnecessary extra work. Here's how we can stop it
Have you ever used artificial intelligence (AI) in your job without double-checking the quality or accuracy of its output? If so, you wouldn't be the only one. Our global research shows a staggering two-thirds (66%) of employees who use AI at work have relied on AI output without evaluating
[3]
How employers can prevent AI 'work slop'
Describing work as slop and sludge is not the ideal feedback. But the terms are a warning to employers of the risks and limitations of content generated by artificial intelligence. "Work slop is a new form of automated sludge in organisations," says André Spicer, author and dean of Bayes business
[4]
Is 'AI workslop' creating unnecessary work for employees?
Steven Lockey and Nicole Gillespie of the Melbourne Business School and University of Melbourne discuss how poorly deployed AI can create additional work for users. A version of this article was originally published by The Conversation (CC BY-ND 4.0) Have you ever used artificial intelligence
[5]
How to avoid 'workslop' and other AI pitfalls
Following my response to a reader who's resisting a push to adopt artificial intelligence tools at work, readers shared their thoughts and experiences -- pro, con and resigned -- on using AI. The consensus was that some interaction with AI is unavoidable for anyone who works with technology, and
Share
Copy Link
A new phenomenon called 'workslop' is emerging as AI tools become more prevalent in the workplace, leading to unnecessary extra work and eroding trust among colleagues. Experts suggest ways for both employees and employers to mitigate these issues.
As artificial intelligence (AI) tools become increasingly prevalent in the workplace, a new phenomenon called 'workslop' is emerging, creating unnecessary extra work and eroding trust among colleagues. The term, popularized in a recent Harvard Business Review article, refers to AI-generated content that appears professional but 'lacks the substance to meaningfully advance a given task'
1
.
Source: Silicon Republic
A global study reveals that a staggering 66% of employees who use AI at work have relied on AI output without evaluating it
2
. This complacent over-reliance on AI can lead to errors, reputational damage, and increased workload for others who must identify and correct mistakes.The impact of workslop extends beyond mere inconvenience. A survey by BetterUp Labs and Stanford Social Media Lab found that 40% of US workers have received workslop from peers in the past month, with each instance taking nearly two hours to resolve
3
. For a 10,000-person firm, this could result in approximately $9 million per year in lost productivity.
Source: FT
Moreover, workslop can damage workplace relationships. Recipients of AI-generated content often report feeling annoyed and confused, perceiving the sender as less reliable, creative, and trustworthy
1
. This erosion of trust can have long-lasting effects on team dynamics and collaboration.The indiscriminate use of AI tools also raises environmental concerns. Each AI-generated 100-word email consumes the equivalent energy of a single-use water bottle to cool and power data centers
5
. This hidden environmental cost adds to the ethical considerations surrounding AI adoption in the workplace.
Source: The Conversation
To address these challenges, experts recommend several strategies for both employees and employers:
1
Related Stories
4
While AI has the potential to enhance productivity and innovation, its implementation requires careful consideration and management. As Dean Grant, a technology veteran, notes, 'AI is embedded in your everyday tasks... The proper question is not how to avoid using it, but what it can do for you and how it can give you a competitive advantage'
5
.By addressing the challenges of workslop head-on, organizations can harness the benefits of AI while mitigating its risks, ultimately creating a more efficient and trustworthy work environment.🟡 communicated to you by the user.
Summarized by
Navi
[1]
[4]
[5]
23 Sept 2025•Business and Economy

20 Jun 2026•Business and Economy

14 Jan 2026•Business and Economy

1
Science and Research

2
Technology

3
Policy and Regulation
