
Ethical AI: Challenges, Stakeholders, Cases, and Global Governance
Key Ethical Challenges in AI. AI systems can entrench or amplify societal biases, lack transparency, undermine privacy, and evade accountability unless carefully governed. A core issue is algorithmic bias: AI models trained on historical or unrepresentative data may produce discriminatory outcomes (e.g. higher false-risk