1. Risk Classification¶
Purpose
Classification of changes based on impact so that the appropriate validation depth is applied in line with the EU AI Act.
When to use this?
You want to determine the risk level of a change or new AI system to know how much validation is required.
1. Validation Depth¶
Not every change requires the same depth of validation. We classify changes based on their impact on the Hard Boundaries.
| Level | Trigger (Example) | Validation Depth | EU AI Act Mapping |
|---|---|---|---|
| Critical | Security, Financial transactions, Health advice | Full Validation + Hard Boundary Verification | High Risk |
| Elevated | Personal data (PII), External API connections | Extended Behavioural + Goal Alignment check | Limited Risk |
| Moderate | Writing style (Tone of Voice), UX changes | Minimal Behavioural + Goal Alignment check | Limited Risk |
| Low | No Hard Boundaries affected | Syntactic + Minimal Behavioural check | Minimal Risk |
2. Related Modules¶
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