Veracity:一个开源AI事实核查系统
Veracity: An Open-Source AI Fact-Checking System
AI总结:
Veracity是一个开源AI事实核查系统,结合大型语言模型与网络检索代理,提供多语言、数值评分的可信度评估和交互式界面,以对抗错误信息并提升媒体素养。
摘要:
错误信息的泛滥对社会构成重大威胁,而生成式AI的能力加剧了这一威胁。本演示论文介绍了Veracity,一个开源AI系统,旨在通过透明且可获取的事实核查来赋能个人对抗错误信息。Veracity利用大型语言模型(LLMs)与网络检索代理之间的协同作用,分析用户提交的声明,并提供带有直观解释的有依据的可信度评估。关键特性包括多语言支持、声明可信度的数值评分,以及受常见消息应用程序启发的交互式界面。本文不仅展示Veracity检测错误信息的能力,还展示其解释推理过程的能力,从而培养媒体素养并促进一个更知情的社会。
英文摘要:
The proliferation of misinformation poses a significant threat to society, exacerbated by the capabilities of generative AI. This demo paper introduces Veracity, an open-source AI system designed to empower individuals to combat misinformation through transparent and accessible fact-checking. Veracity leverages the synergy between Large Language Models (LLMs) and web retrieval agents to analyze user-submitted claims and provide grounded veracity assessments with intuitive explanations. Key features include multilingual support, numerical scoring of claim veracity, and an interactive interface inspired by familiar messaging applications. This paper will showcase Veracity's ability to not only detect misinformation but also explain its reasoning, fostering media literacy and promoting a more informed society.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。