Principles remain useful even when models, providers and regulations change.
GOVERNANCE FOUNDATIONSAI GOVERNANCE & RISK
AI Governance Principles
Governance principles are durable rules such as accountability, proportionality, transparency, privacy, security, human oversight and traceability.
A high-impact agent receives stronger controls because proportionality is an explicit principle.
Which principles should resolve ambiguous cases before detailed policy exists?
REMEMBERPrinciples guide judgment when standards have gaps.
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