AI That Understands – Why Data Meaning Is the Key to Trustworthy and Explainable AI

The Paradox of Powerful but Fragile AI Artificial Intelligence has made extraordinary progress in recent years. From predictive models to generative systems capable of producing text, images, and code, AI has become one of the most powerful technological forces shaping organizations today. Yet, as this power grows, so does its weaknesses, like hallucinations, hidden bias, lack of explainability, and governance challenges. The issue is not simply how much data AI can process, but how well that…

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