AI Risk and Impact Assessment Methodologies
How practitioners actually run AI assessments: the taxonomy of instruments (AIA, DPIA, FRIA, validation), Canada’s scored AIA, GDPR and AI Act triggers, severity scoring and its critiques, residual-risk sign-off, and how to run one assessment machine instead of five.
Content current as of 2026-09.