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21d • General discussion
AI-generated code security — what real studies show
Across multiple evaluations of AI-written code:
* Around 40–50% of generated code contains security vulnerabilities (depending on task and context)
* Even advanced models (including Claude-level systems) still produce high-severity issues in real tests
* The patterns are often repeatable, not random:
* missing authentication checks
* broken access control (IDOR)
* unsafe data handling
🧠 Key reality
AI code usually works — but it can quietly miss the security layer.
The issue isn’t “bad AI code”.
It’s predictable blind spots in security thinking.
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AI-generated code security — what real studies show
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