Behavioral Change Analysis - Social (Off-Platform)

From The Foundation for Best Practices in Machine Learning
Technical Best Practice Guideline > Management & Monitoring > Behavioral Change Analysis - Social (Off-Platform)

Behavioral Change Analysis - Social (Off-Platform)[edit]

Control

Research and document ways in which the Product can be abused or negatively impact customers, end users, or the broader society. Develop and document a plan to mitigate negative impacts as much as feasible. Develop and document counter metrics to assess whether users or the model are 'gaming' the system.


Aim

To (a) determine (i) negative product uses, (ii) negative product impacts (iii) negative user or model behaviors and create a plan to counter behaviors or mitigate impacts as necessary; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information[edit]