Awareness of feedback loops

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Monitoring & Maintenance > Awareness of feedback loops

Awareness of feedback loops


Define and deploy as far as is reasonably practical (a) methods to detect whether feedback loops are occuring, and/or (b) technical and non-technical warning indicators for increased risk of the same.


As per Section 17 - Security: to prevent (in)direct adverse social and environmental effects as a consequence of self-reinforcing interactions with the Model(s); and (b) highlight associated risks that might occur in the Product Lifecycle.

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