Tag: AI hallucinations

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Mar, 1 2026

Why Generative AI Hallucinates: The Hidden Flaws in Probabilistic Language Models

Generative AI hallucinates because it predicts text based on patterns, not truth. It doesn't understand facts-it just repeats what it's seen. This is why it invents fake citations, medical facts, and court cases with perfect confidence.

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Jan, 22 2026

Knowledge Boundaries in Large Language Models: How AI Knows When It Doesn't Know

Large language models often answer confidently even when they're wrong. Learn how AI systems are learning to recognize their own knowledge limits and communicate uncertainty to reduce hallucinations and build trust.