Demo: designing human oversight for automated seller suspensions
On This Lesson 3 topics
This lesson is planned. The outline below lists the topics it will cover. The full lesson has not been published yet.
In this lesson
design a decision flow with oversight and an appeal path; prepares SRA-022-LAB1.
Draft outline details
Step by step
- Define the decision: a fraud model flags sellers; a suspension stops income, so harm is real.
- Set the rule: the model recommends; a trained reviewer decides; automatic action only for clear, low-harm temporary holds.
- Give the reviewer the evidence: features, explanation, history, and a time budget.
- Add notice and appeal: reasons given, appeal path, and a human decision within a stated period.
- Planned mistake: fully automate suspensions to save reviewer cost. Fix: show harm and legal exposure, and keep review for high-impact actions while automating low-impact holds.
- Add audit records and monitoring of appeal outcomes and error rates.
Practice
Apply this lesson with the module's lab, exercises and quiz.
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