# Fair - Democracy - Board-level - Focus groups - Committees - Guidance for best practices - Consider all stakeholders and impacted social groups - Within system and the data # Accountable - Not moral decision-makers - Need owners with checks - Consider impact of system outcomes - Determine where and when human intervention and approval required # Private & Secure - Data management and governance are critical - GDPR # Explainable & Transparent - Protect reputation, build trust - Demonstrate AI purpose, limitations, risks - Avoid masking interactions with AI # Human-Centric & Socially Beneficial - Social and economic benefit to society