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WifeBench – My wife vibes LLM rankings
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Cozy
fristovic
2019d ago
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What's AI's go-to, public or private healthcare?
by bnfcl·Jul 23, 2026·8 points·3 comments
AI Analysis
●●●BangerDark HorseRabbit Hole
30,000 AI responses revealing systematic bias patterns across 100 models.
Strengths
- •Massive scale dataset with 30k responses enables statistical significance.
- •Interactive exploration reveals model-specific ideological patterns clearly.
- •Methodology transparency with reproducible prompts and version tracking.
Weaknesses
- •Single-topic focus limits broader applicability beyond healthcare policy.
- •Binary choice format may oversimplify nuanced model reasoning capabilities.
Category
Target Audience
AI researchers, policy analysts, journalists studying model bias
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LMSys Arena · HELM · BigBench
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