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AI’s errors may be impossible to eliminate – what that means for its use in health care

Researchers say AI errors stem from data overlap and prediction limits, requiring ongoing human oversight in health care despite AI’s growing role.

In the past decade, AI’s success has led to uncurbed enthusiasm and bold claims – even though users frequently experience errors that AI makes. An AI-powered digital assistant can misunderstand someone’s speech in embarrassing ways, a chatbot could hallucinate facts, or, as I experienced, an AI-based navigation tool might even guide drivers through a corn field – all without registering the errors. People tolerate these mistakes because the tech…

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The Conversation broke the news in on Thursday, December 11, 2025.
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