{"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}
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.