Warning Fatigue

From The Foundation for Best Practices in Machine Learning

Warning Fatigue


Document and assess the frequency of warnings and alerts provided to Product operators, maintainers, and Product Subjects, and refine the thresholds and processes such that no over-exposure to alerts can lead to systematic ignoring of alerts.


To (a) prevent an overexposure to alerts that can lead to ignoring serious defects and incidents, causing harm; and (b) highlight associated risks that might occur in the Product Lifecycle.

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