On the Importance of Explainability

Explore the critical concept of explainability in Artificial Intelligence through this 32-minute conference talk by Holzinger at WeAreDevelopers. Delve into the challenges AI faces in providing reasoning behind its decisions, despite surpassing human performance in areas like face recognition and image classification. Examine the growing importance of explainable AI, particularly in sensitive fields such as medicine and law, and learn about new regulations requiring future AI systems to justify their actions. Gain insights into the complexities of creating transparent and accountable AI systems that can answer the crucial question: "Why?"