AI fatigue – Definition & Meaning

Definition of AI fatigue

: mental, emotional, or motivational exhaustion and disengagement associated with sustained AI use, rapid changes in AI tools, or continuing pressure to adopt and monitor them
- Employees reported AI fatigue after being asked to learn a new assistant every few weeks while still checking every generated answer.
- The school reduced AI fatigue by consolidating its tools and making clear when students were not expected to use them.
: weariness, irritation, or disengagement caused by repeated exposure to large amounts of repetitive, low-quality, or unwanted AI-generated content
- Viewers reported AI content fatigue after their feeds filled with nearly identical synthetic videos.
- Clear labels and more varied recommendations helped the platform reduce fatigue with AI-generated posts.

Origin & history

AI fatigue appeared in workplace and technology discussions by 2024 as organizations confronted repeated waves of generative-AI products and adoption campaigns. In 2026, workplace researchers popularized the informal expression AI brain fry, researchers validated an AI Fatigue Scale covering cognitive, emotional, behavioral, and physical strain, and a separate study examined AI content fatigue caused by repeated exposure to synthetic short videos.

Editorial references

Sources & further reading

3 sources

When Using AI Leads to Brain Fry Workplace Research Commentary · Boston Consulting Group / Harvard Business Review · 2026-03-05
AI fatigue in human-AI interaction: Conceptual framework, scale development and validation, and associations with AI engagement Peer Reviewed Research Article · Computers in Human Behavior Reports · 2026-08
Perceived AIGC saturation and AI content fatigue on short-video platforms: An appraisal-based structural equation modeling study Peer Reviewed Research Article · PLOS One · 2026-10-16

Test yourself

Which of these is the meaning of AI fatigue?

Related terms

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Cite this entry

"AI fatigue." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/ai-fatigue/. Accessed 29 Oct. 2026.