We decided to keep Claude Pro and Perplexity Pro alongside Suprmind to leverage their unique strengths
Model disagreement, measured by metrics like ensemble variance or entropy, helps spot risky inputs where predictions don’t align
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After testing Claude Pro, Perplexity Pro, and Suprmind, we’re canceling Claude and Perplexity. Suprmind’s orchestration approach—sequentially compounding model insights—offers clearer, more reliable answers than simple aggregation
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Disagreement among AI models isn’t just noise—it can spotlight errors that silent hallucinations hide in critical decisions
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Model disagreement helps spot tricky cases by measuring how much individual predictions differ using metrics like ensemble variance or margin. When the top 1-2% of inputs show the highest disagreement, we flag them for expert review
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