Hallucinations in Generative AI

What Are AI Hallucinations?

Hallucinations occur when generative AI produces text or content that is plausible but factually incorrect or completely fictional. These hallucinations undermine trust and can have serious consequences in domains like healthcare or finance.

Examples of Risk

• Generating fake citations or sources
• Inventing data points or research outcomes
• Confusing users with plausible but false narratives

Viswanext’s Approach

We integrate fact-checking layers, confidence scoring, and human-in-the-loop systems to detect and mitigate hallucinated outputs in generative models.

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