Explaining the Principles to Practices Gap in AI

As AI becomes more integrated into society and the economy, its ethical implications are getting more attention. This article looks at current efforts in responsible AI, especially in businesses, and identifies six key factors causing a gap between principles and actions: conflicting incentives, the complexity of AI’s impacts, different fields not working together well, how responsibilities are divided in organizations, managing organizational knowledge about AI, and too many tools without clear choices.