Where there’s a will there’s a way: ChatGPT is used more for science in countries where it is prohibited

Abstract Regulating AI is a key societal challenge, but effective methods remain unclear. This study evaluates geographic restrictions on AI services, focusing on ChatGPT, which OpenAI blocks in several countries, including China and Russia. If restrictions were effective, ChatGPT usage in these countries should be minimal. We measured usage with a classifier trained to detect distinctive word choices (e.g., “delve”) typical of early ChatGPT outputs. The classifier, trained on pre- and post-ChatGPT “polished” abstracts, outperformed GPTZero and ZeroGPT on validation sets, including papers with self-reported AI use. Applying our classifier to preprints from arXiv, bioRxiv, and medRxiv revealed ChatGPT use in approximately 12.6% of preprints by August 2023, with usage 7.7% higher in restricted countries. This gap emerged before China’s first major domestic LLM became widely available. To address whether high demand could have driven even greater use without restrictions, we compared Asian countries with high expected demand (where English is not an official language) and found higher usage in countries with restrictions. ChatGPT use correlated with increased views and downloads but not with citations or journal placement. Overall, geographic restrictions on ChatGPT appear ineffective in science and potentially other domains, likely due to widespread workarounds.

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Publication Details

Journal
Quantitative Science Studies
Published
2025-01-01
DOI
https://doi.org/10.1162/qss_a_00368
Citations
3
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.96
Controls
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article

Where there’s a will there’s a way: ChatGPT is used more for science in countries where it is prohibited

Misha Teplitskiy, Honglin Bao, Mengyi Sun
3 citations
Quantitative Science Studies
Artificial Intelligence in Healthcare and Education
1.96
article

Where there’s a will there’s a way: ChatGPT is used more for science in countries where it is prohibited

Misha Teplitskiy, Honglin Bao, Mengyi Sun
article en
3 citations

Abstract

Abstract Regulating AI is a key societal challenge, but effective methods remain unclear. This study evaluates geographic restrictions on AI services, focusing on ChatGPT, which OpenAI blocks in several countries, including China and Russia. If restrictions were effective, ChatGPT usage in these countries should be minimal. We measured usage with a classifier trained to detect distinctive word choices (e.g., “delve”) typical of early ChatGPT outputs. The classifier, trained on pre- and post-ChatGPT “polished” abstracts, outperformed GPTZero and ZeroGPT on validation sets, including papers with self-reported AI use. Applying our classifier to preprints from arXiv, bioRxiv, and medRxiv revealed ChatGPT use in approximately 12.6% of preprints by August 2023, with usage 7.7% higher in restricted countries. This gap emerged before China’s first major domestic LLM became widely available. To address whether high demand could have driven even greater use without restrictions, we compared Asian countries with high expected demand (where English is not an official language) and found higher usage in countries with restrictions. ChatGPT use correlated with increased views and downloads but not with citations or journal placement. Overall, geographic restrictions on ChatGPT appear ineffective in science and potentially other domains, likely due to widespread workarounds.

Quantitative Science StudiesVol. 6
Cold Spring Harbor Laboratory (US), University of Michigan (US), University of Chicago (US)
Openalex Percentile: Top 12%
Artificial Intelligence in Healthcare and Education
1.96
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Where there’s a will there’s a way: ChatGPT is used more for science in countries where it is prohibited — Misha Teplitskiy, Honglin Bao, et al. · Quantitative Science Studies (2025) | TGRS Research Map | TGRS