What Is Machine Learning? The Simple Definition A process for creating models by learning patterns and inference derived from data. The Technical Definition Machine learning is a subset of artificial intelligence that involves the development of algorithms and models...
What Is AI Compliance? The Simple Definition AI compliance involves an organization understanding the legal and regulatory obligations of its AI systems and demonstrating compliance. For example, companies that use AI models for employment in New York City are...
What Are AI Ethics? The Simple Definition The study and development of principles and guidelines to ensure that AI is designed, developed, and deployed in a manner that is beneficial, fair, transparent, and respects human rights. The Technical Definition AI ethics...
What Is AI Explainability? The Simple Definition The process of interpreting how a model arrived at its decision in a way that humans can understand. Explainability is important to gain trust in the AI system and to make sure AI is logical, robust, and fair. The...
What Is AI Transparency? The Simple Definition Transparency of AI systems involves informing stakeholders about the system’s objectives and processes. This could include details about how the model was trained, what data is used, and how risks are mitigated. The...
