CatalystTech/AI
Will AI grant reviews make science more conservative?
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Context
What happened: A study found that GPT-4o, used to rank genuine grant proposals, was systematically less willing than human reviewers to fund proposals rated highly for novelty.
Key numbers: The model assessed 139 proposals submitted in 2021 to the Austrian Science Fund and agreed with human reviewers' decisions in 60% of cases. The study was published in Scientometrics in August.
Why it matters: The author says AI-assisted review could skew funding toward established ideas and miss breakthroughs, as funders including UK Research and Innovation explore AI assessment.
What changed
A study found that GPT-4o, used to rank genuine grant proposals, was systematically less willing than human reviewers to fund proposals rated highly for novelty.
Why it matters
The author says AI-assisted review could skew funding toward established ideas and miss breakthroughs, as funders including UK Research and Innovation explore AI assessment.