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How to Read the OWASP Top 10 for LLM Applications Correctly
The OWASP LLM Top 10 is a diagnostic lens for architectural flaws, not a checklist of vulnerabilities to patch before you ship your model to production.
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The OWASP LLM Top 10 is a diagnostic lens for architectural flaws, not a checklist of vulnerabilities to patch before you ship your model to production.

Formal risk frameworks reduce catastrophic failure rates but often increase deployment latency and obscure novel attack vectors that evade standard detection.