Step 4: Model Prototyping, Tuning & Assessment

Select a decision point below to access further resources, tools, and guidance.

*This Framework does not provide an exhaustive list of all decision points that are to be addressed in the process of an AI/ML project. Rather, it focuses on providing tools and guidance around the decision points which provide particularly strong opportunities for processes of co-creation. Below is a list of additional questions relevant to “Model prototyping, tuning, assessment” for consideration:

  • Can the model's outcomes/predictions be explained and validated?

  • Have potential error, bias, discrimination been considered?

  • Have contingency plans / safeguards been identified to prevent harmful consequences for stakeholders?

  • What is the appropriate extent of human oversight?