Testing GPT-4 with Wolfram Alpha and Code Interpreter plug-ins on math and science problems
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arXiv
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| Format: | Preprint |
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2023
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| _version_ | 1866909502517805056 |
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| author | Davis, Ernest Aaronson, Scott |
| author_facet | Davis, Ernest Aaronson, Scott |
| contents | This report describes a test of the large language model GPT-4 with the Wolfram Alpha and the Code Interpreter plug-ins on 105 original problems in science and math, at the high school and college levels, carried out in June-August 2023. Our tests suggest that the plug-ins significantly enhance GPT's ability to solve these problems. Having said that, there are still often "interface" failures; that is, GPT often has trouble formulating problems in a way that elicits useful answers from the plug-ins. Fixing these interface failures seems like a central challenge in making GPT a reliable tool for college-level calculation problems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2308_05713 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Testing GPT-4 with Wolfram Alpha and Code Interpreter plug-ins on math and science problems Davis, Ernest Aaronson, Scott Artificial Intelligence History and Overview Popular Physics This report describes a test of the large language model GPT-4 with the Wolfram Alpha and the Code Interpreter plug-ins on 105 original problems in science and math, at the high school and college levels, carried out in June-August 2023. Our tests suggest that the plug-ins significantly enhance GPT's ability to solve these problems. Having said that, there are still often "interface" failures; that is, GPT often has trouble formulating problems in a way that elicits useful answers from the plug-ins. Fixing these interface failures seems like a central challenge in making GPT a reliable tool for college-level calculation problems. |
| title | Testing GPT-4 with Wolfram Alpha and Code Interpreter plug-ins on math and science problems |
| topic | Artificial Intelligence History and Overview Popular Physics |
| url | https://arxiv.org/abs/2308.05713 |