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A Privacy Impact Assessment (PIA), also known as a Data Protection Impact Assessment (DPIA) in some frameworks, is fundamentally a systematic process to evaluate and analyze how personal data is collected, processed, stored, shared, and protected throughout the AI system's lifecycle. Its primary goal is to identify privacy risks arising from personal data handling and determine appropriate safeguards or mitigations.