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Liquid AI says d1-ultra's confidence scores are well calibrated

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Liquid AI says d1-ultra has the lowest calibration error of any model it tested, so when it reports 90% confidence, it is right at least 90% of the time. The company says users can set a confidence threshold to automate decisions above it and route the rest to a person.

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Part of a thread · earlier post

To automate a decision, you need to know when to trust the answer. When d1-ultra says 90%, it’s right at least 90% of the time. It has the lowest calibration error of any model we tested, so you can set a threshold, automate everything above it, and send the rest to a person.

d1-ultra is reliable!

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Source: Liquid AI · x.comPublished · added here