The Heterogeneous Productivity Effects of Generative AI
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Acceso en línea: | |
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| _version_ | 1866907923877199872 |
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| author | Kreitmeir, David Raschky, Paul A. |
| author_facet | Kreitmeir, David Raschky, Paul A. |
| contents | We analyse the individual productivity effects of Italy's ban on ChatGPT, a generative pretrained transformer chatbot. We compile data on the daily coding output quantity and quality of over 36,000 GitHub users in Italy and other European countries and combine these data with the sudden announcement of the ban in a difference-in-differences framework. Among the affected users in Italy, we find a short-term increase in output quantity and quality for less experienced users and a decrease in productivity on more routine tasks for experienced users. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_01964 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | The Heterogeneous Productivity Effects of Generative AI Kreitmeir, David Raschky, Paul A. General Economics Economics Artificial Intelligence We analyse the individual productivity effects of Italy's ban on ChatGPT, a generative pretrained transformer chatbot. We compile data on the daily coding output quantity and quality of over 36,000 GitHub users in Italy and other European countries and combine these data with the sudden announcement of the ban in a difference-in-differences framework. Among the affected users in Italy, we find a short-term increase in output quantity and quality for less experienced users and a decrease in productivity on more routine tasks for experienced users. |
| title | The Heterogeneous Productivity Effects of Generative AI |
| topic | General Economics Economics Artificial Intelligence |
| url | https://arxiv.org/abs/2403.01964 |