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the claim

AI-text detectors accurately identify AI-generated source code as machine-written.

the verdict
REFUTED
the evidence says no
Recorded sources
0 sources for · 3 against

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Is it true that AI-text detectors accurately identify AI-generated source code as machine-written?

No. An empirical study found that existing AI-content detectors perform poorly at detecting AI-generated source code, and a separate study of GPTZero reported high false-positive rates on written text. No retrieved item shows detectors accurately identifying AI-generated code.

Verdict: REFUTED · 0 sources for, 3 against · Last checked

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Evidence against · 3
An Empirical Study on Automatically Detecting AI-Generated Source Code: How Far Are We?
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An Empirical Study on Automatically Detecting AI-Generated Source Code: How Far Are We?. (n.d.). arxiv.org. https://arxiv.org/html/2411.04299v1

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More against · 2
Evaluating AI Text Detection Tools for Distinguishing Human-Written from AI-Generated Abstracts in Persian-Language Journals of Library and Information Science
2026
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Shamsi, A., Wang, T., Amraei, M., & Raju, N. V. (2026). Evaluating AI Text Detection Tools for Distinguishing Human-Written from AI-Generated Abstracts in Persian-Language Journals of Library and Information Science. doi.org. https://doi.org/10.18267/j.aip.293

Utilizing GPTZero to Detect AI-Generated Writing
2025
Get citation
Paullet, K., Pinchot, J., Kinney, E., & Stewart, T. (2025). Utilizing GPTZero to Detect AI-Generated Writing. eric.ed.gov. https://eric.ed.gov/?id=EJ1482073

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