Book Description: Explainable AI Demystifying AI Decisions - A Guide to Transparency and Trust Author: [List of Authors] June 19, 2024 Genre: Non-Fiction, Technology, Artificial Intelligence Summary: In an era where artificial intelligence (AI) shapes critical decisions in healthcare, finance, law, and beyond, understanding how AI arrives at its conclusions is paramount. "Explainable AI Demystifying AI Decisions" is an essential guide that unveils the inner workings of AI models, making them transparent and understandable to all. Authored by experts at the forefront of AI research and application, this book demystifies the complex algorithms that underpin modern AI systems, introducing readers to the core principles of Explainable AI (XAI), transparency, interpretability, accountability, and fairness. It equips readers with practical examples, case studies, and techniques for identifying biases within AI systems and strategies to mitigate them, promoting fairness and equity. This timely resource navigates ethical challenges in AI development, ensuring that AI technologies benefit society while upholding ethical standards and transparency.

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