Chinese Chat Room: AI Hallucinations, Epistemology and Cognition
The purpose of this paper is to show that understanding AI hallucination requires an interdisciplinary approach that combines insights from epistemology and cognitive science to address the nature of AI-generated knowledge, with a terminological worry that concepts we often use might carry unnecessa...
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| Format: | Article |
| Language: | English |
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Sciendo
2024-12-01
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| Series: | Studies in Logic, Grammar and Rhetoric |
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| Online Access: | https://doi.org/10.2478/slgr-2024-0029 |
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| _version_ | 1832593598032379904 |
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| author | Šekrst Kristina |
| author_facet | Šekrst Kristina |
| author_sort | Šekrst Kristina |
| collection | DOAJ |
| description | The purpose of this paper is to show that understanding AI hallucination requires an interdisciplinary approach that combines insights from epistemology and cognitive science to address the nature of AI-generated knowledge, with a terminological worry that concepts we often use might carry unnecessary presuppositions. Along with terminological issues, it is demonstrated that AI systems, comparable to human cognition, are susceptible to errors in judgement and reasoning, and proposes that epistemological frameworks, such as reliabilism, can be similarly applied to enhance the trustworthiness of AI outputs. This exploration seeks to deepen our understanding of the possibility of AI cognition and its implications for the broader philosophical questions of knowledge and intelligence. |
| format | Article |
| id | doaj-art-20da95739579441eb7ccbcd60357a6d2 |
| institution | Kabale University |
| issn | 2199-6059 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Studies in Logic, Grammar and Rhetoric |
| spelling | doaj-art-20da95739579441eb7ccbcd60357a6d22025-01-20T11:10:12ZengSciendoStudies in Logic, Grammar and Rhetoric2199-60592024-12-0169136538110.2478/slgr-2024-0029Chinese Chat Room: AI Hallucinations, Epistemology and CognitionŠekrst Kristina0University of Zagreb, Grad Zagreb, CroatiaThe purpose of this paper is to show that understanding AI hallucination requires an interdisciplinary approach that combines insights from epistemology and cognitive science to address the nature of AI-generated knowledge, with a terminological worry that concepts we often use might carry unnecessary presuppositions. Along with terminological issues, it is demonstrated that AI systems, comparable to human cognition, are susceptible to errors in judgement and reasoning, and proposes that epistemological frameworks, such as reliabilism, can be similarly applied to enhance the trustworthiness of AI outputs. This exploration seeks to deepen our understanding of the possibility of AI cognition and its implications for the broader philosophical questions of knowledge and intelligence.https://doi.org/10.2478/slgr-2024-0029ai hallucinationsai epistemologylarge language modelsai-completenessexplainable ai |
| spellingShingle | Šekrst Kristina Chinese Chat Room: AI Hallucinations, Epistemology and Cognition Studies in Logic, Grammar and Rhetoric ai hallucinations ai epistemology large language models ai-completeness explainable ai |
| title | Chinese Chat Room: AI Hallucinations, Epistemology and Cognition |
| title_full | Chinese Chat Room: AI Hallucinations, Epistemology and Cognition |
| title_fullStr | Chinese Chat Room: AI Hallucinations, Epistemology and Cognition |
| title_full_unstemmed | Chinese Chat Room: AI Hallucinations, Epistemology and Cognition |
| title_short | Chinese Chat Room: AI Hallucinations, Epistemology and Cognition |
| title_sort | chinese chat room ai hallucinations epistemology and cognition |
| topic | ai hallucinations ai epistemology large language models ai-completeness explainable ai |
| url | https://doi.org/10.2478/slgr-2024-0029 |
| work_keys_str_mv | AT sekrstkristina chinesechatroomaihallucinationsepistemologyandcognition |