Correlation Pitfalls with ChatGPT: Would You Fall for Them?
This paper presents an intellectual exchange with ChatGPT, an artificial intelligence chatbot, about correlation pitfalls in risk management. The exchange takes place in the form of a conversation that provides ChatGPT with context. The purpose of this conversation is to evaluate ChatGPT’s understan...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-06-01
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| Series: | Risks |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-9091/11/7/115 |
| _version_ | 1797587603737804800 |
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| author | Marius Hofert |
| author_facet | Marius Hofert |
| author_sort | Marius Hofert |
| collection | DOAJ |
| description | This paper presents an intellectual exchange with ChatGPT, an artificial intelligence chatbot, about correlation pitfalls in risk management. The exchange takes place in the form of a conversation that provides ChatGPT with context. The purpose of this conversation is to evaluate ChatGPT’s understanding of correlation pitfalls, to offer readers an engaging alternative for learning about them, but also to identify related risks. Our findings indicate that ChatGPT possesses solid knowledge of basic and mostly non-technical aspects of the topic, but falls short in terms of the mathematical rigor needed to avoid certain pitfalls or completely comprehend the underlying concepts. Nonetheless, we suggest ways in which ChatGPT can be utilized to enhance one’s own learning process. |
| first_indexed | 2024-03-11T00:41:16Z |
| format | Article |
| id | doaj.art-a8b09e7716854525b94144d70725a4d6 |
| institution | Directory Open Access Journal |
| issn | 2227-9091 |
| language | English |
| last_indexed | 2024-03-11T00:41:16Z |
| publishDate | 2023-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Risks |
| spelling | doaj.art-a8b09e7716854525b94144d70725a4d62023-11-18T21:14:40ZengMDPI AGRisks2227-90912023-06-0111711510.3390/risks11070115Correlation Pitfalls with ChatGPT: Would You Fall for Them?Marius Hofert0Department of Statistics and Actuarial Science, The University of Hong Kong, Hong Kong, ChinaThis paper presents an intellectual exchange with ChatGPT, an artificial intelligence chatbot, about correlation pitfalls in risk management. The exchange takes place in the form of a conversation that provides ChatGPT with context. The purpose of this conversation is to evaluate ChatGPT’s understanding of correlation pitfalls, to offer readers an engaging alternative for learning about them, but also to identify related risks. Our findings indicate that ChatGPT possesses solid knowledge of basic and mostly non-technical aspects of the topic, but falls short in terms of the mathematical rigor needed to avoid certain pitfalls or completely comprehend the underlying concepts. Nonetheless, we suggest ways in which ChatGPT can be utilized to enhance one’s own learning process.https://www.mdpi.com/2227-9091/11/7/115ChatGPTcorrelationdependencepitfalls |
| spellingShingle | Marius Hofert Correlation Pitfalls with ChatGPT: Would You Fall for Them? Risks ChatGPT correlation dependence pitfalls |
| title | Correlation Pitfalls with ChatGPT: Would You Fall for Them? |
| title_full | Correlation Pitfalls with ChatGPT: Would You Fall for Them? |
| title_fullStr | Correlation Pitfalls with ChatGPT: Would You Fall for Them? |
| title_full_unstemmed | Correlation Pitfalls with ChatGPT: Would You Fall for Them? |
| title_short | Correlation Pitfalls with ChatGPT: Would You Fall for Them? |
| title_sort | correlation pitfalls with chatgpt would you fall for them |
| topic | ChatGPT correlation dependence pitfalls |
| url | https://www.mdpi.com/2227-9091/11/7/115 |
| work_keys_str_mv | AT mariushofert correlationpitfallswithchatgptwouldyoufallforthem |