Course lesson · Lesson 5
Auditability, Monitoring, Evaluation, and Evidence
By Week 5, the reader has already learned to see the governance problem clearly. They understand what makes agentic systems distinct, how risks spread across technical and institutional layers, why human oversight often fails when poorly designed, and how autonomy must be bounded through deliberate control allocation.
What you'll take away
- Understand the core argument of Auditability, Monitoring, Evaluation, and Evidence
- Identify the practical implications for real-world work
- Apply the lesson through reflection, discussion, or structured practice
This lesson is part of the full course
Lesson 1 is free to preview. Enroll to unlock all 6 lessons, the workbook, the facilitator guide, and downloadable readings.
Bounded Autonomy, Control Allocation, and Safe ActionGovernance Operating Models for Organizations and Public Institutions
Resources
- Auditability, monitoring, evaluation, and evidence readingreading
- Auditability, monitoring, evaluation, and evidence exerciseexercise