AIRiskScenarios: 100 AI Risk Scenarios and Control Activities for ISO/IEC 42001

hewyler's AI Risk Scenarios & Control Library contains 100 Common AI Risk Scenarios paired with specific Control Activities. This dataset serves as an operational backbone for an ISO/IEC 42001 AI Management System, mapping to ISO/IEC 42005 impact assessments and COBIT 2019 objectives. The dataset was last updated on November 22, 2025.

Use Cases

• Implementing AI risk management controls based on the 100 provided scenarios.
• Mapping organizational AI risks to specific control activities based on the dataset's structure.
• Developing an AI Management System (AIMS) operational framework based on ISO/IEC 42001 requirements.
• Aligning AI governance activities with COBIT 2019 objectives based on the provided mappings.

Strengths

• Contains 100 specific AI risk scenarios.
• Provides explicit mappings to ISO/IEC 42005 and COBIT 2019 frameworks.
• Designed as a direct implementation guide for the ISO/IEC 42001 standard.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

hewyler on Hugging Face

Collection Method

Likely curated for AI governance and compliance purposes.

Time Range

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Freshness

Last updated 2025-11-22 06:06:46; freshness should be verified.

Geography

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