What Is AI Transparency?
Summary
An overview of AI transparency, its importance in high-stakes decision-making, regulatory frameworks like the EU AI Act, and the distinction between explainability, interpretability, and transparency.
Key quotes
AI transparency helps open this black box to better understand AI outcomes and how models make decisions.
AI transparency goes beyond just explaining AI decision-making processes. It encompasses factors that are related to the development of AI systems and their deployment
The article defines AI transparency as the openness regarding how AI systems are created and how they function. It discusses the role of transparency in establishing trust, ensuring regulatory compliance, and managing the risks associated with high-stakes AI applications.