Zety has released new research showing that low-quality AI-generated work, referred to as “workslop,” is becoming a routine burden for employees. Two-thirds of workers report spending up to six hours each week correcting errors caused by AI output, highlighting a growing tension between speed and quality in modern workplaces.
Key Findings
- One in five employees say low-quality AI work is often overlooked if deadlines are met.
- 66% of workers spend up to six hours weekly fixing “workslop.”
- Stress, morale, and productivity are all negatively impacted, with 29% citing higher stress and 25% reporting reduced productivity.
- Generational differences are emerging, with 53% of employees believing younger workers are more tolerant of “workslop” than older colleagues.
Shifting Standards Around Quality
Employees report that workplace attitudes toward “workslop” vary:
- 39% say it is completely unacceptable and corrected.
- 31% say it is somewhat unacceptable but tolerated.
- 21% say it is overlooked if deadlines are met.
- 9% say it is completely acceptable, with speed prioritized over polish.
This shift suggests tolerance is rising, particularly in fast-paced environments where deadlines dominate.
Employee and Organizational Impact
Nearly half of employees fix AI-related errors themselves rather than escalate issues, creating invisible labor that often goes unrecognized. Workers report significant harm to stress levels (70%), productivity (67%), morale (65%), and burnout risk (53%). Beyond individual strain, organizational risks include wasted time, spread of misinformation, and reputational damage.
Leadership Perspective
Jasmine Escalera, career expert for Zety, noted that “workslop” creates hidden labor that rarely appears in job descriptions or performance reviews. Over time, this unrecognized work contributes to exhaustion, frustration, and disengagement.
Investment Perspective
For investors, the findings highlight a critical challenge in AI adoption. While AI tools promise efficiency, poor-quality output can erode productivity and morale, creating hidden costs for organizations. Companies that prioritize quality standards, governance, and responsible AI deployment may gain a competitive edge by reducing “workslop” and improving workforce sustainability.
Conclusion
Zety’s report underscores that the rise of “workslop” is more than a minor inconvenience. It represents a structural issue in AI adoption, with implications for employee well-being and organizational performance. Addressing quality standards will be essential for companies seeking to capture the full value of AI.
About the Company
Zety Zety provides resume templates and career tools trusted by 12 million users annually. Its resume and cover letter generator helps professionals create ATS-ready resumes in minutes. Since 2016, Zety’s career blog has delivered free, data-driven insights to over 40 million readers each year, with content featured in Business Insider, CNBC, and Forbes.
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