Stakeholder engagement and feedback: Which best practice does this activity represent?
Gathering and incorporating input from affected groups and experts is stakeholder engagement and feedback.
The question
When applying best practices to the design of an AI system, a team gathers input from affected user groups and domain experts and incorporates their feedback into design choices. Which best practice does this activity represent?
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- Stakeholder engagement and feedback, which brings affected groups and experts into design so their perspectives shape the system. ✓Correct: soliciting and incorporating input from affected groups and experts is exactly stakeholder engagement and feedback.
- Metric and threshold evaluation, which sets the quantitative performance targets the model must reach before it is allowed into production.Plausible but wrong: this defines performance criteria, not the gathering of stakeholder input the scenario describes.
- Architecture and model selection, which chooses the technical approach best suited to the system's defined task and constraints.Plausible but wrong: selecting the model approach is a technical design decision, not the act of engaging stakeholders.
- Operational controls, which put in place the runtime safeguards that keep the system functioning safely once it is in production.Plausible but wrong: operational controls are runtime safeguards, distinct from gathering and applying stakeholder feedback in design.
The trap
Mislabeling stakeholder engagement as one of the adjacent technical design practices. How to remember it
Gathering and incorporating input from affected groups and experts is stakeholder engagement and feedback.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.
