As generative artificial intelligence (GenAI) systems become increasingly integrated into search engines, legal research platforms, healthcare diagnostics, and educational tools, questions of factual accuracy and trustworthiness have come to the forefront. Erroneous or hallucinated outputs from large language models (LLMs) like ChatGPT, Gemini, and Claude can have serious consequences, especially…
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