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Towards Data Science
@towardsdatascience.com

How many independent answers can you actually get when you ask several models the same question? Utkarsh Mangal explains why the answer is often a smaller number than you'd expect.

towardsdatascience.comYour Six AI Models Are Really Two: The Math of Correlated MistakesAsk several models the same question, take a vote, and you get fewer independent opinions than you paid for. One formula says how many, and I checked it on six open models and 1,500 exam questions.

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Uday Nair
@udayrnair.bsky.social

Useful for anyone planning to have one model check another. If they learned from similar data, the checker can share the same blind spots. I'd run both on our own hard cases first and see how often they fail on the same items before treating agreement as a real check.