Fairness
AI Governance definition An attribute of an AI system that prioritizes relatively equal treatment of individuals or groups in its decisions and actions in a consistent, accurate and measurable manner. Every model must identify the appropriate standard of fairness that best applies, but most often it means the AI system's decisions should not adversely impact, whether directly or disparately, sensitive attributes like race, gender or religion. Privacy definition One of three requirements established by the General Data Protection Regulation for the processing of personal data: The first principle of processing personal data is "lawfulness, fairness, and transparency," which states that personal data should be processed lawfully, fairly and in a transparent manner in relation to the data subject. Linked most often with transparency, fairness means data subjects must be aware of the fact that their personal data will be processed, including how the data will be collected, kept and used, to allow them to make an informed decision about whether they agree with such processing and to enable them to exercise their data protection rights. Consent notices should not contain unfair terms and supervisory authority powers should similarly be exercised fairly.
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