Governance & Compliance · Data artifact

Principle Conflict Register

Data artifactGovernance & ComplianceSafety, Security & Governancearc:PrincipleConflictRegister

A maintained record documenting where regional or domain principles conflict with core principles and how each trade-off was resolved.

Responsibility. Documents known principle conflicts and their chosen resolutions.

Also known as: Explicit conflict documentation, Trade-off documentation, Value conflict log

Direct neighbourhood (hover for relationship types)

Relationships

receives data from dynamic

Oversight Governance Committee Ch9.6

is audited by assurance

Constitution Authoring Board Ch9.5

Design guidance

SHOULD quantify what a value improvement costs in competing terms (e.g., fairness versus profitability) so leadership decides with full transparency.

Quantitative guidance

As stated by the sources; verify before use.

An efficiency-optimal lending algorithm might reach 95% accuracy by learning race- or gender-correlated patterns; fairness constraints typically sacrifice some accuracy (Ch9.6 illustrative).

Classification

Patterns: Explicit trade-off management
Quality attributes: Transparency and accountability (NIST AI RMF: accountable and transparent)
Risks mitigated: Hidden value trade-offs
Frameworks & regulations: EU AI Act (high-risk requirements)

Sources

Ch9.5: T. Nguyen, "Constitutional AI," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.5. ISBN: 9798244538229.
Ch9.6: T. Nguyen, "Value Alignment Frameworks," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.6. ISBN: 9798244538229.