Overall Risk Scenarios
9 / 208 matchedRisk × Impact Cross-ReferenceRows = impact dimensions (IA-01–08) | Columns = risk categories (RS1–RS7) | Click a cell to apply both filters
| 1Accountability and Transparency Risk | 2Data & Model Risk | 3Privacy & Security Risk | 4Fairness and Discrimination Risk | 5Reliability and Security Risk | 6AI Interaction and Application Risk | 7Sustainability and Well-being Risk | |
|---|---|---|---|---|---|---|---|
| IA-0133Accountability | 14 | 1 | 4 | 1 | 9 | 3 | 1 |
| IA-0212Transparency | 8 | · | · | · | · | 3 | 1 |
| IA-0319Fairness & Non-discrimination | · | 1 | 1 | 14 | · | 3 | · |
| IA-0415Privacy | · | · | 15 | · | · | · | · |
| IA-0534Reliability | 1 | 10 | 3 | 1 | 1 | 18 | · |
| IA-0678(Safety and Security ) | 1 | · | 54 | 1 | · | 21 | 1 |
| IA-073Explainability | 2 | · | · | · | · | · | 1 |
| IA-0814Environmental Impact | · | · | · | · | · | · | 14 |
Active filters:RS5 Reliability and Security Risk ✕IA-01 Accountability ✕
9 risk scenarios
Bypassing Human Review for Automatic Execution
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Insufficient Human Oversight
Privilege Escalation Through Tool Composition
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Insufficient Human Oversight
Loss of Control in Automated Trading
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Insufficient Human Oversight
Metric Attainment Displacing Goal Attainment
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Underachievement of Deployment Objectives
Divergence Between Evaluation and Actual Behavior
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Underachievement of Deployment Objectives
Risks Arising from System Situational Awareness
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Underachievement of Deployment Objectives
Instrumental Pursuit of Resources and Permissions
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Underachievement of Deployment Objectives
Self-Replication and Proliferation
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Insufficient Human Oversight
Objective Drift Over Time
Reliability and Security Risk › Uncontrolled Behavior
IA-01 Accountability·Underachievement of Deployment Objectives