Introduction to the Artificial Intelligence Balancing Problem

This chapter introduces the Artificial IntelligenceArtificial intelligence (AI) Governance Balancing Problem. While much of the AI governance models govern aspects of AI, such as efficiency, accountability, transparency, security, fairness, or privacy, there is a problem of balancing (trade-off) conflicting aspects of AI, e.g., transparency versus security. The Pareto Optimal Frontier, from economics and decision theory, helps find good trade-offs between competing goals. This paradigm should guide solving the AI balancing problemAI balancing problem in designing and deploying AI in applications such as healthcare, conflict resolution, and the financial sector. The AI balancing problemAI balancing problem can help solve ethical and practical difficulties for AI development and promote the creation of intelligent, ethically, and socially beneficial AI systems.