Knowledge Commons of Institute of Automation,CAS
Stream: social data and knowledge collective intelligence platform for TRaining Ethical AI Models | |
Yuwei Wang1,2,3; Enmeng Lu1,2,3; Zizhe Ruan1,2,3; Yao Liang2,4; Yi Zeng1,2,3,4 | |
发表期刊 | AI & SOCIETY |
2024-01 | |
页码 | 1 |
文章类型 | SCI |
摘要 | This paper presents social data and knowledge collective intelligence platform for TRaining Ethical AI Models (STREAM) to address the challenge of aligning AI models with human moral values, and to provide ethics datasets and knowledge bases to help promote AI models “follow good advice as naturally as a stream follows its course”. By creating a comprehensive and representative platform that accurately mirrors the moral judgments of diverse groups including humans and AIs, we hope to effectively portray cultural and group variations, and capture the dynamic evolution of moral judgments over time, which in turn will facilitate the Establishment, Evaluation, Embedding, Embodiment, Ensemble, and Evolvement (6Es) of the moral capabilities of AI models. Currently, STREAM has already furnished a comprehensive collection of ethical scenarios, and amassed substantial moral judgment data annotated by volunteers and various popular Large Language Models, collectively portraying the moral preferences and performances of both humans and AIs across a range of moral contexts. This paper will outline the current structure and construction of STREAM, explore its potential applications, and discuss its future prospects. |
是否为代表性论文 | 是 |
七大方向——子方向分类 | 自然语言处理 |
国重实验室规划方向分类 | 可解释人工智能 |
是否有论文关联数据集需要存交 | 否 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/57336 |
专题 | 脑图谱与类脑智能实验室_类脑认知计算 |
通讯作者 | Yi Zeng |
作者单位 | 1.International Research Center for AI Ethics and Governance, Institute of Automation, Chinese Academy of Sciences, 2.Brain-Inspired Cognitive Intelligence Lab, Institute of Automation, Chinese Academy of Sciences 3.Center for Long-term Artificial Intelligence 4.University of Chinese Academy of Sciences, |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Yuwei Wang,Enmeng Lu,Zizhe Ruan,et al. Stream: social data and knowledge collective intelligence platform for TRaining Ethical AI Models[J]. AI & SOCIETY,2024:1. |
APA | Yuwei Wang,Enmeng Lu,Zizhe Ruan,Yao Liang,&Yi Zeng.(2024).Stream: social data and knowledge collective intelligence platform for TRaining Ethical AI Models.AI & SOCIETY,1. |
MLA | Yuwei Wang,et al."Stream: social data and knowledge collective intelligence platform for TRaining Ethical AI Models".AI & SOCIETY (2024):1. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Stream- social data (2282KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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