Tag: Explainable AI (XAI)

The Trust Nexus: A Framework for Building Scalable, Transparent, and Unbiased AI Systems

Posted on by uplatzblog

Part I: The Crisis of Trust: Understanding AI Bias and Its Consequences The rapid integration of artificial intelligence into core business and societal functions has created unprecedented opportunities for efficiency Read More …

Decompiling the Mind of the Machine: A Comprehensive Analysis of Mechanistic Interpretability in Neural Networks

Posted on by uplatzblog

Part I: The Reverse Engineering Paradigm As artificial intelligence systems, particularly deep neural networks, achieve superhuman performance and become integrated into high-stakes domains, the imperative to understand their internal decision-making Read More …