ARAAdminQuestion Bankv1.1Q11
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Edit question Q11

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Lineage

Org pillar layer
Layer 1 · rating

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1 · Item

A formal process exists to anonymise or pseudonymise personal data before it is used to train AI models.

توجد عملية رسمية لإخفاء الهوية للبيانات الشخصية قبل استخدامها لتدريب نماذج الذكاء الاصطناعي.

2 · Pillar

Data Foundations
Data quality, ownership, sovereignty, shadow AI risk.

3 · Score map

OptionScore (1–5)
1 - Not at all1
2 - Early exploration2
3 - In progress3
4 - Mostly in place4
5 - Comprehensive5
Region: both·Sector: all·Display order: 11·Active
Validation evidence

Per-item content-validity trail

No validation evidence captured for this question yet. Click below to ask Claude for an AI-suggested anchor against the curated bibliography in the methodology brief. Suggestions are saved as ai_proposed and require admin review before they appear in any client report.

Question details

For multiple choice / yes-no, enter options and score_map as JSON.