Real World Robustness

From The Foundation for Best Practices in Machine Learning

Real World Robustness


Document and assess potential future change in the applied effects of the Product, such as through diminishing returns and/or psychological effects. If significant change or decrease is expected, consider refining Product Definitions and/or develop procedures for mitigation.


To (a) assess and control for the variation in applied effects of the Product on Product Definition(s) and performance; and (b) highlight associated risks that might occur in the Product Lifecycle.

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