释放人工认知:整合多种人工智能系统

Muntasir Adnan, Buddhi Gamage, Zhiwei Xu, Damith Herath, Carlos Noschang Kuhn
{"title":"释放人工认知:整合多种人工智能系统","authors":"Muntasir Adnan, Buddhi Gamage, Zhiwei Xu, Damith Herath, Carlos Noschang Kuhn","doi":"arxiv-2408.04910","DOIUrl":null,"url":null,"abstract":"In this study, we present an innovative fusion of language models and query\nanalysis techniques to unlock cognition in artificial intelligence. Our system\nseamlessly integrates a Chess engine with a language model, enabling it to\npredict moves and provide strategic explanations. Leveraging a vector database\nthrough retrievable answer generation, our OpenSI AI system elucidates its\ndecision-making process, bridging the gap between raw computation and\nhuman-like understanding. Our choice of Chess as the demonstration environment\nunderscores the versatility of our approach. Beyond Chess, our system holds\npromise for diverse applications, from medical diagnostics to financial\nforecasting.","PeriodicalId":501479,"journal":{"name":"arXiv - CS - Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unleashing Artificial Cognition: Integrating Multiple AI Systems\",\"authors\":\"Muntasir Adnan, Buddhi Gamage, Zhiwei Xu, Damith Herath, Carlos Noschang Kuhn\",\"doi\":\"arxiv-2408.04910\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this study, we present an innovative fusion of language models and query\\nanalysis techniques to unlock cognition in artificial intelligence. Our system\\nseamlessly integrates a Chess engine with a language model, enabling it to\\npredict moves and provide strategic explanations. Leveraging a vector database\\nthrough retrievable answer generation, our OpenSI AI system elucidates its\\ndecision-making process, bridging the gap between raw computation and\\nhuman-like understanding. Our choice of Chess as the demonstration environment\\nunderscores the versatility of our approach. Beyond Chess, our system holds\\npromise for diverse applications, from medical diagnostics to financial\\nforecasting.\",\"PeriodicalId\":501479,\"journal\":{\"name\":\"arXiv - CS - Artificial Intelligence\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Artificial Intelligence\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2408.04910\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.04910","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在这项研究中,我们提出了一种将语言模型和查询分析技术相结合的创新方法,以解开人工智能中的认知难题。我们的系统将国际象棋引擎与语言模型无缝集成,使其能够预测棋步并提供策略解释。我们的 OpenSI 人工智能系统通过可检索答案的生成来利用矢量数据库,从而阐明其决策过程,缩小了原始计算与类人理解之间的差距。我们选择国际象棋作为演示环境,证明了我们方法的通用性。除了国际象棋,我们的系统还有望应用于从医疗诊断到金融预测等各种领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Unleashing Artificial Cognition: Integrating Multiple AI Systems
In this study, we present an innovative fusion of language models and query analysis techniques to unlock cognition in artificial intelligence. Our system seamlessly integrates a Chess engine with a language model, enabling it to predict moves and provide strategic explanations. Leveraging a vector database through retrievable answer generation, our OpenSI AI system elucidates its decision-making process, bridging the gap between raw computation and human-like understanding. Our choice of Chess as the demonstration environment underscores the versatility of our approach. Beyond Chess, our system holds promise for diverse applications, from medical diagnostics to financial forecasting.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Abductive explanations of classifiers under constraints: Complexity and properties Explaining Non-monotonic Normative Reasoning using Argumentation Theory with Deontic Logic Towards Explainable Goal Recognition Using Weight of Evidence (WoE): A Human-Centered Approach A Metric Hybrid Planning Approach to Solving Pandemic Planning Problems with Simple SIR Models Neural Networks for Vehicle Routing Problem
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1