Cope Analysis
The Structural Reality Being Avoided
The research frames botsitting/botshitting as individual worker behaviour and organisational design failures rather than systemic AI displacement dynamics, wage suppression, or the erosion of meaningful skilled labour
What the Data Actually Says
- Glean Work AI Institute survey of 6,000 workers - 11 hours saved per week claimed vs 6.4 hours botsitting - 69% botshitting admission rate - 73% seeking new jobs due to AI frustration
Analysis
Glean Work AI Institute lands at 35/100 (moderate) for lucid. This is primarily a lucid presentation of Glean's own research data showing AI productivity claims are undermined by significant hidden labour costs. However, it scores 35 (moderate cope) because the framing emphasises individual behaviour change and organisational redesign as solutions while avoiding discussion of systemic labour market implications: wage stagnation from deskilling, displacement risks, and the structural economic shift AI represents. The narrative frames AI as fundamentally beneficial but requiring better management, which minimises deeper structural concerns. This is primarily a lucid presentation of Glean's own research data showing AI productivity claims are undermined by significant hidden labour costs. However, it scores 35 (moderate cope) because the framing emphasises individual behaviour change and organisational redesign as solutions while avoiding discussion of systemic labour market implications: wage stagnation from deskilling, displacement risks, and the structural economic shift AI represents. The narrative frames AI as fundamentally beneficial but requiring better management, which minimises deeper structural concerns. Evidence: - Glean Work AI Institute survey of 6,000 workers - 11 hours saved per week claimed vs 6.4 hours botsitting - 69% botshitting admission rate - 73% seeking new jobs due to AI frustration
Original Text
Glean's Work AI Institute surveyed 6,000 workers in the US, UK & Australia and found that 75% of workers said AI is driving up productivity, with them saving 11 hours a week. However, they are also spending 6.4 hours botsitting... 69% of those surveyed admitted to the practice [botshitting]. 75% of workers said AI is driving up productivity, with them saving 11 hours a week. However, they are also spending 6.4 hours botsitting...