LLM use in grant proposals rose sharply from 2023, correlating with lower semantic distinctiveness and higher NIH success plus publication rates but no NSF effects, concentrated in non-high-impact work.
Science, the endless frontier: A report to the president on a program for postwar scientific research (1945)
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The Rise of Large Language Models and the Direction and Impact of US Federal Research Funding
LLM use in grant proposals rose sharply from 2023, correlating with lower semantic distinctiveness and higher NIH success plus publication rates but no NSF effects, concentrated in non-high-impact work.