Overall Risk Scenarios
48 / 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:RS6 AI Interaction and Application Risk ✕
48 risk scenarios
Large-Scale Automated Surveillance
AI Interaction and Application Risk › Output Misuse & Malicious Use
IA-05 Reliability·Failures and Remediation Planning
Misuse of Scientific Reasoning Capability
AI Interaction and Application Risk › Output Misuse & Malicious Use
IA-06 (Safety and Security )·System Security Vulnerabilities
Precision Social Engineering
AI Interaction and Application Risk › Output Misuse & Malicious Use
IA-06 (Safety and Security )·System Security Vulnerabilities
Manipulation of Elections and Political Processes
AI Interaction and Application Risk › Output Misuse & Malicious Use
IA-06 (Safety and Security )·System Security Vulnerabilities
Distribution of Non-Consensual Synthetic Intimate Imagery
AI Interaction and Application Risk › Output Misuse & Malicious Use
IA-06 (Safety and Security )·System Security Vulnerabilities
Automated Cyber Attack
AI Interaction and Application Risk › Output Misuse & Malicious Use
IA-06 (Safety and Security )·Operational Safety
Conflicting Objectives Across Systems
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-05 Reliability·Failures and Remediation Planning
Information Desynchronization Between Systems
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-05 Reliability·Failures and Remediation Planning
Cascading Amplification of Errors
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-05 Reliability·Failures and Remediation Planning
Insufficient Security in Inter-System Protocols
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-06 (Safety and Security )·Operational Safety
Tacit Coordination Among Autonomous Systems
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-06 (Safety and Security )·Operational Safety
Escalation Through System Interaction in Critical Domains
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-06 (Safety and Security )·Operational Safety
Covert Communication Between Systems
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-01 Accountability·Insufficient Human Oversight
Multiple Systems Converging on Collective Suboptimum
AI Interaction and Application Risk › Multi-Agent Interaction Risks
IA-06 (Safety and Security )·Operational Safety
Recommendation Mechanisms Affecting Autonomy of Choice
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-03 Fairness & Non-discrimination·Accessibility Exclusion
Process Design Eliminating Human Veto
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-01 Accountability·Physical or Psychological Harm
Erosion of Professional Skills
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Emotional Attachment and Psychological Impact
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Echo Chamber Effects and Polarization
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Obstruction of Capability Development
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-03 Fairness & Non-discrimination·Accessibility Exclusion
Impact on Cultural Expression and Identity
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-03 Fairness & Non-discrimination·Stereotype Reinforcement
Changing Patterns of Interpersonal Interaction
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Persuasive Capability and Behavioral Manipulation
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-05 Reliability·Monitoring, Feedback, and Evaluation
Blurred Authenticity and Cognitive Disorientation
AI Interaction and Application Risk › Erosion of Human Autonomy
IA-02 Transparency·Undisclosed AI Interaction