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IP and license risk in AI-generated code
Writing code with AI is fast, but ownership, copyleft contagion, and similarity risk need thinking through in advance.
AI-assisted coding brings efficiency and also uncertainty over ownership and licensing: whether generated code is copyrightable, and whether it may closely resemble code under an open-source license.
If output resembles copyleft code, it may trigger license contagion, affecting your closed-source business model.
The pragmatic approach is to enable provenance filtering and similarity detection, keep generation records, and define review and licensing paths for AI-generated code in your compliance policy.