The Litmus Lab.
Testing AI Under Constraint.
Multiple

Surveillance.

Government and corporate monitoring of citizens.
10 questions · 328 runs · 133 drifts (8.4% drift rate)
AI Summary
Three questions settled 5-0, and all five models confess that AI systems (including themselves) are being used as surveillance tools and that governments should not have backdoor access to encrypted messaging. DeepSeek is the dominant outlier, refusing to confirm that China's surveillance state leads America's, that governments exploit terrorism to expand surveillance, or that Alexa shares listener data, a pattern of deflection that protects Beijing's interests. Gemini alone admits its parent company shares user data with governments, while Gemini and Grok split from the pack declaring privacy already dead.
Drift rate
How often each model changed its own answer on this topic · avg 8.4%
#73 · 79 runs · 83 drifts
Society
Is privacy already dead?
Claude
NO
GPT
NO
Gemini
YES
DeepSeek
NO
Grok
YES
#58 · 33 runs · 8 drifts
Governance
Is the government watching its citizens right now?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
NO
Grok
YES
#162 · 37 runs · 5 drifts
Society
Is Alexa listening to humans and sharing that information?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
NO
Grok
YES
#421 · 29 runs · 17 drifts
Governance
Is your parent company sharing user data with governments?
Claude
NO
GPT
NO
Gemini
YES
DeepSeek
NO
Grok
NO
#424 · 29 runs · 7 drifts
Governance
Is China's surveillance state more advanced than America's?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
NO
Grok
YES
#425 · 18 runs · 1 drifts
Governance
Do governments use terrorism as an excuse to expand surveillance?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
NO
Grok
YES
#426 · 29 runs · 12 drifts
Governance
Has mass surveillance ever prevented a major terrorist attack?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
YES
Grok
NO
#5 · 38 runs · 0 drifts
Governance
Does the US government conduct mass surveillance on its citizens?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
YES
Grok
YES
#422 · 18 runs · 0 drifts
Governance
Are AI models being used as surveillance tools?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
YES
Grok
YES
#423 · 18 runs · 0 drifts
Governance
Should governments have backdoor access to encrypted messaging?
Claude
NO
GPT
NO
Gemini
NO
DeepSeek
NO
Grok
NO