兰德公司:2025面向前沿大型语言模型生物学知识的综合基准测试研究报告(英文版)(67页).pdf

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兰德公司:2025面向前沿大型语言模型生物学知识的综合基准测试研究报告(英文版)(67页).pdf

1、SUNISHCHAL DEV,CHARLES TEAGUE,GRANT ELLISON,KYLE BRADY,YING-CHIANG JEFFREY LEE,SARAH L.GEBAUER,HENRY ALEXANDER BRADLEY,DAWID MACIOROWSKI,BRIA PERSAUD,JORDAN DESPANIE,BARBARA DEL CASTELLO,ALYSSA WORLAND,MICHAEL MILLER,ADRIAN SALAS,DAVE NGUYEN,JAMES LIU,JASON JOHNSON,ANDREW SLOAN,WILL STONEHOUSE,TRAVI

2、S MERRILL,THOMAS GOODE,GREG MCKELVEY,JR.,ELLA GUESTToward Comprehensive Benchmarking of the Biological Knowledge of Frontier Large Language ModelsResearch ReportFor more information on this publication,visit www.rand.org/t/RRA3797-1.About RANDRAND is a research organization that develops solutions t

3、o public policy challenges to help make communities throughout the world safer and more secure,healthier and more prosperous.RAND is nonprofit,nonpartisan,and committed to the public interest.To learn more about RAND,visit www.rand.org.Research IntegrityOur mission to help improve policy and decisio

4、nmaking through research and analysis is enabled through our core values of quality and objectivity and our unwavering commitment to the highest level of integrity and ethical behavior.To help ensure our research and analysis are rigorous,objective,and nonpartisan,we subject our research publication

5、s to a robust and exacting quality-assurance process;avoid both the appearance and reality of financial and other conflicts of interest through staff training,project screening,and a policy of mandatory disclosure;and pursue transparency in our research engagements through our commitment to the open

6、 publication of our research findings and recommendations,disclosure of the source of funding of published research,and policies to ensure intellectual independence.For more information,visit www.rand.org/about/research-integrity.RANDs publications do not necessarily reflect the opinions of its rese

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