Explainable AI Or Generative AI: Approaches For AI Development
Analytics Insight, Tuesday, April 23rd, 2024
The branch of Artificial Intelligence is specialized in fields that have their unique approach. Explainable Artificial Intelligence (XAI) emphasizes making AI decisions transparent while the goal of Generative Artificial Intelligence (GAI) is creating original content.
Here, this article explores the approaches of Explainable AI or Generative AI that led to AI development and its impact on the future of technology.
Understanding Explainable AI and Generative AI
XAI's goal is to create AI systems that can explain their decisions or actions to humans. Explainable AI emphasizes making AI more understandable and accountable to humans. XAI algorithms create explanations by highlighting key elements or features that affect a decision. This is especially useful in critical areas where human oversight is required, such as in healthcare or autonomous vehicles.