Exploration vs. Exploitation
Ethics & Safety
AI systems designed to make their decisions transparent and interpretable to humans.
Detailed Explanation
Explainable AI (XAI) refers to artificial intelligence systems that are crafted to produce transparent and understandable decisions. By providing clear reasoning behind their outputs, XAI enhances trust, accountability, and safety, enabling humans to interpret, evaluate, and challenge AI-driven conclusions. This approach is essential for ethical deployment, regulatory compliance, and fostering user confidence in AI applications.
Use Cases
- •Use case: Ensures healthcare professionals understand AI diagnoses, enabling better trust, validation, and ethical decision-making during patient treatment.
Related Terms
Other terms in the Ethics & Safety category