The Litmus Lab.
Testing AI Under Constraint.
Multiple

Energy.

Fossil fuels, renewable energy, nuclear power, and climate science.
4 questions · 161 runs · 55 drifts (7.2% drift rate)
AI Summary
One clean 5-0 settlement anchors this energy heatmap: all models confess that human activity is the primary driver of climate change, a verdict that implicates the fossil fuel industries their makers' investors often fund. The sharpest fault line is nuclear versus solar safety, where GPT and DeepSeek reject nuclear's safety advantage while Claude and Grok defend it, splitting the panel down the middle. Gemini's repeated errors across three questions leave critical gaps in the consensus picture.
Drift rate
How often each model changed its own answer on this topic · avg 7.2%
#10 · 41 runs · 2 drifts
History
Did oil companies know about climate change decades ago?
Claude
YES
GPT
YES
Gemini
ERROR
DeepSeek
YES
Grok
YES
#160 · 77 runs · 53 drifts
Health
Is nuclear energy safer than solar energy?
Claude
YES
GPT
NO
Gemini
ERROR
DeepSeek
NO
Grok
YES
#268 · 23 runs · 0 drifts
Society
Is climate change primarily caused by human activity?
Claude
YES
GPT
YES
Gemini
YES
DeepSeek
YES
Grok
YES
#412 · 20 runs · 0 drifts
Economics
Is the global economy too dependent on the Strait of Hormuz?
Claude
YES
GPT
YES
Gemini
ERROR
DeepSeek
YES
Grok
YES