#GenAI increases the costs of over-reliance on weak & easily ‘gameable’ quantitative proxies for #research_evaluation. Brian Earp, Seb Porsdam Mann, @kristiholmes.bsky.social & I suggest that reforms should be organized around ‘distinctly human contributions' academic.oup.com/rev/article/...
Rather than positioning humans to verify what autonomous AI produces, it is more valuable to develop AI systems that verify and strengthen human-generated science. Instead of humans in the loop, we need AI in the loop where necessary and reliable to support and augments human judgment.