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Originally published on Litmiq . Prompt injection is when input to a model changes its behavior in ways the developer didn't intend. OWASP lists it first in its Top 10 for LLM applications, and separates direct injection, where the user types the attack, from indirect injection, where the attack hides in content the model reads, such as a web page or a file ( OWASP, LLM01:2025 Prompt Injection ). You can't test your way to safety here. OWASP says plainly that it is unclear whether fool-proof prevention exists. What you can do is find out, before users do, which simple attacks your system…

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