Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited
Regulating AI is a key societal challenge, but which regulation methods are effective is unclear. This study measures the effectiveness of restricting AI services geographically, focusing on ChatGPT. OpenAI restricts ChatGPT access in several countries, including China and Russia. If restrictions ar...
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Zusammenfassung: | Regulating AI is a key societal challenge, but which regulation methods are
effective is unclear. This study measures the effectiveness of restricting AI
services geographically, focusing on ChatGPT. OpenAI restricts ChatGPT access
in several countries, including China and Russia. If restrictions are
effective, ChatGPT use should be minimal in these countries. We measured use
with a classifier based on distinctive word usage found in early versions of
ChatGPT, e.g. "delve." We trained the classifier on pre- and post-ChatGPT
"polished" abstracts and found it outperformed GPTZero and ZeroGPT on
validation sets, including papers with self-reported AI use. Applying the
classifier to preprints from Arxiv, BioRxiv, and MedRxiv showed ChatGPT was
used in about 12.6% of preprints by August 2023, with 7.7% higher usage in
restricted countries. The gap appeared before China's first major legal LLM
became widely available. To test the possibility that, due to high demand, use
in restricted countries would have been even higher without restrictions, we
compared Asian countries with high expected demand (where English is not an
official language) and found that use was higher in those with restrictions.
ChatGPT use was correlated with higher views and downloads, but not citations
or journal placement. Overall, restricting ChatGPT geographically has proven
ineffective in science and possibly other domains, likely due to widespread
workarounds. |
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DOI: | 10.48550/arxiv.2406.11583 |