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Five major LLMs consistently hallucinate the same 127 nonexistent Python and npm package names

Five major large language models (LLMs) — Claude, Codex, Gemini, and two others — consistently hallucinate the same 127 nonexistent Python and npm package names, according to researcher Aleksandr Churilov in a paper published via CSO Online. The finding exposes enterprise developers to slopsquatting attacks, where attackers create malicious packages matching the hallucinated names and incorporate them into legitimate applications.

read1 min views1 publishedJul 25, 2026
Five major LLMs consistently hallucinate the same 127 nonexistent Python and npm package names
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According to CSO Online, researcher Aleksandr Churilov found that Claude, Codex, Gemini, and two other LLMs generate identical hallucinated library names across PyPI and npm repositories in his paper "The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort." The finding exposes enterprise developers to slopsquatting attacks, where attackers create malicious packages matching the hallucinated names and incorporate them into legitimate applications.

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