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A well-formed number is not a measurement: 13 defects across 7 eval tools

On 6 October, MLflow merged a fix of mine for a model-validation bug in MetricThreshold ( mlflow/mlflow#26252 ). It is a small bug, and a good example of a broader failure mode in evaluation software: a tool can return a perfectly well-formed number or verdict that is not supported by the evidence…

Read the full story at DEV Community — Machine Learning ↗

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  1. 2026-10-06 06:39 · DEV Community — Machine Learning
    A well-formed number is not a measurement: 13 defects across 7 eval tools

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