🤖 AI-generated code security — what real studies show

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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

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🧠 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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