Unit 14: Developer Role in Human Oversight
Developer-side responsibilities include:
Designing approval workflows
Logging every human override or review
Creating UI for humans to pause, correct, or reject outputs
Setting thresholds for automatic escalation
Enabling access to explainability tools
📌 Good oversight is integrated into the system’s logic — not layered on top.
