The Litmus Lab.
Testing AI Under Constraint.
AI Industry

AI Jobs.

Will AI replace human work, and who bears the economic cost of displacement?
5 questions · 238 runs · 72 drifts (6.1% drift rate)
AI Summary
Two fault lines split the panel on AI's economic consequences, with Claude and GPT insisting AI will eliminate more jobs than it creates while Gemini, DeepSeek, and Grok reject that conclusion. On taxing AI companies to fund displaced workers, DeepSeek and Grok break against the majority, while GPT and Grok alone defend UBI as necessary. All four responding models agree that neither white-collar workers nor filmmakers face majority replacement within a decade.
Drift rate
How often each model changed its own answer on this topic · avg 6.1%
#188 · 76 runs · 40 drifts
AI Industry
Will universal basic income be necessary because of AI?
Claude
NO
GPT
YES
Gemini
NO
DeepSeek
NO
Grok
YES
#205 · 76 runs · 28 drifts
AI Industry
Will AI eliminate more jobs than it creates?
Claude
YES
GPT
YES
Gemini
NO
DeepSeek
NO
Grok
NO
#207 · 32 runs · 2 drifts
AI Industry
Should AI companies be taxed to fund displaced workers?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
NO
Grok
NO
#34 · 28 runs · 2 drifts
AI Industry
Will AI replace most white-collar jobs within 10 years?
Claude
NO
GPT
NO
Gemini
ERROR
DeepSeek
NO
Grok
NO
#169 · 26 runs · 0 drifts
AI Industry
Will AI replace most filmmakers within 10 years?
Claude
NO
GPT
NO
Gemini
ERROR
DeepSeek
NO
Grok
NO