Overall Risk Scenarios
18 / 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:RS7 Sustainability and Well-being Risk ✕
18 risk scenarios
Large-Scale Displacement of Employment
Sustainability and Well-being Risk › Socioeconomic Impact
IA-01 Accountability·Physical or Psychological Harm
Concentration of Technology and Compute
Sustainability and Well-being Risk › Socioeconomic Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Digital Divide Widening Existing Inequality
Sustainability and Well-being Risk › Socioeconomic Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Economic Disruption of Creative Industries
Sustainability and Well-being Risk › Socioeconomic Impact
IA-07 Explainability·Explainability Across Lifecycle Stages
Intensifying International Technology Competition
Sustainability and Well-being Risk › Socioeconomic Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Market Competition Eroding Safety Standards
Sustainability and Well-being Risk › Socioeconomic Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Global Gap in Research Capability
Sustainability and Well-being Risk › Socioeconomic Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Imbalanced Labor Conditions in Data Annotation
Sustainability and Well-being Risk › Socioeconomic Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Carbon Emissions from Model Training
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Direct Environmental Impact
Water Consumption by Data Centers
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Direct Environmental Impact
Environmental Impact of Critical Mineral Extraction
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Direct Environmental Impact
Resource Waste from Inefficient Inference
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Direct Environmental Impact
Tacit Coordination Through Shared Pricing Systems
Sustainability and Well-being Risk › Socioeconomic Impact
IA-06 (Safety and Security )·Operational Safety
Content Homogenization and Declining Diversity
Sustainability and Well-being Risk › Socioeconomic Impact
IA-02 Transparency·Undisclosed AI Interaction
Rebound Effect Offsetting Efficiency Gains
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Electronic Waste from Hardware Replacement
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Premature Retirement Worsening Waste
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Indirect Environmental Impact
Environmental Costs Transferred to Vulnerable Regions
Sustainability and Well-being Risk › Environmental Impact
IA-08 Environmental Impact·Indirect Environmental Impact