石油工程师学会实践社区虚拟成员ATHENA：从原型到部署
原标题：A Virtual Member of a Community of Practice for the Society of Petroleum Engineers: From Prototype to Deployment
AI 摘要
本文介绍了为石油工程师学会（SPE）开发的虚拟助手ATHENA的演进过程，从原型到部署。ATHENA旨在支持油气行业实践社区的知识捕获、检索和传播，通过智能体检索、经验知识捕获和主动传播三大核心能力，帮助用户完成井规划等知识密集型任务。初步评估显示，与基于Claude Haiku 3.0的RAG基线相比，ATHENA使专家任务得分提高152%，生产力提高283%。增强版ATHENA在多文档检索、答案验证和主动传播方面进一步改进，已集成到SPE研究门户并部署供会员使用。
正文节选
[Page 1] A Virtual Member of a Community of Practice for the Society of Petroleum Engineers: From Prototype to Deployment John Boden 1, Joshua Eckroth1, Dayne Freitag2, Skyler Gipson1, Jonathan Keefe3, Karen Myers2, Eric Schoen1, Pedro Sequeira2, Reid Smith1, Michael Wessel2 1i2k Connect Inc. 2SRI International 3Pacific Scie