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Latest Generation A.I. Systems Show Rising Hallucination Rates, Raising Concerns for Reliability

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A new wave of powerful artificial intelligence systems—from leading global tech companies like OpenAI, Google, and DeepSeek—are increasingly generating factual errors despite their advanced capabilities, sparking growing concerns among users, researchers, and businesses worldwide. As these A.I. bots become more capable at tasks like complex reasoning and mathematics, their tendency to produce incorrect or entirely fabricated information—known as “hallucinations”—is not only persisting but actually worsening, as revealed in a recent investigative report by The New York Times (nytimes.com).

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