Because machine learning models are opaque, explainable AI (XAI) should reveal how and why machine learning models work. Source: Figure 2. XAI Concept - New machine-learning systems will have the ability to explain their rationale, characterize their strengths and weaknesses, and convey an understanding of how they will behave in the future.
Human-AI interactions support explainable AI
Human-AI interactions support explainable AI
Human-AI interactions support explainable AI
Because machine learning models are opaque, explainable AI (XAI) should reveal how and why machine learning models work. Source: Figure 2. XAI Concept - New machine-learning systems will have the ability to explain their rationale, characterize their strengths and weaknesses, and convey an understanding of how they will behave in the future.