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Artificial intelligence models have long struggled with hallucinations, a conveniently elegant term the industry uses to denote fabrications that large language models often serve up as fact.

It’s drawn the industry off the sidelines, with several senior executives preparing to barnstorm Capitol Hill this week, ...