"Language models can deliver real productivity improvements on selected writing tasks without establishing the factual reliability of every generated statement."
Noy and Zhang's controlled experiment found that ChatGPT improved task-completion speed and evaluator-rated quality in professional writing exercises. This provides a useful distinction for the book between measurable gains in producing prose and the separate burden of checking whether the resulting information and decisions are correct.
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