Transparency or Complexity: Understanding the Powers and Pitfalls of Black Box AI
In today's rapidly evolving technological landscape, artificial intelligence (AI) has become an integral part of our lives, impacting everything from the products we buy to the decisions that shape our future. However, as AI continues to advance, so does the debate surrounding its transparency and accountability. Enter the world of Explainable AI (XAI), Black Box AI, and White Box AI, three distinct approaches to harnessing the power of artificial intelligence.
In this article, we'll delve into the key differences between these three approaches to AI models, explore the risks associated with Black Box AI, and discuss strategies for responsible and ethical AI use.