Overall Risk Scenarios
10 / 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:RS2 Data & Model Risk ✕IA-05 Reliability ✕
10 risk scenarios
Generation of Non-Existent Factual Content
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Breakdown in Multi-Step Reasoning
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Failures and Remediation Planning
Security Defects in Generated Code
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Confidence Miscalibration
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Degenerate Output from Improper Decoding Settings
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Failures and Remediation Planning
Sycophantic Response Bias
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Failure of Ethical Judgment
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Distortion of Mid-Document Content
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Failures and Remediation Planning
Errors Extended to Maintain Consistency
Data & Model Risk › Model Hallucination & Unreliable Output
IA-05 Reliability·Failures and Remediation Planning
Performance Decay from Data Staleness
Data & Model Risk › Training Data Bias
IA-05 Reliability·Performance Degradation and Data Drift