The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for Hallucinated code APIs

1 source

Guide citations are still under editorial review.

Spracklen and colleagues · USENIX Security 2025 Research study

We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs (original source, new tab)

Measures nonexistent package suggestions in code generation; results depend on model and evaluation conditions.

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