Enterprise AI Re-Skilling & Internals
Custom System Prompts and Jailbreaks
System prompts set the rules, but a determined user can often override them through injection and jailbreak tricks. Hardening is not about clever wording; it is about separating instructions from data, validating outputs, and assuming the model will sometimes ignore you.
要点
- Treat system prompts as policy hints, not security boundaries.
- Separate trusted instructions from untrusted user content in your prompt structure.
- Use delimiters and clear roles to reduce injection success, not eliminate it.
- Validate and sanitize model outputs before acting on them.
- Never put secrets or privileged instructions in a prompt you send to users.
- Add refusal and escalation paths for disallowed requests.
- Red-team with known jailbreak patterns and your own adversarial prompts.
- Log and review suspicious interactions to improve defenses over time.
常见问题
Can a perfect prompt prevent jailbreaks?
No. Prompts guide behavior; they cannot enforce it. Use tooling and validation as the real controls.
What is prompt injection?
User input that tricks the model into following attacker instructions instead of yours.
Should I hide my system prompt?
Obfuscation helps little; assume it can be extracted and design accordingly.
How do I test defenses?
Run adversarial suites and monitor real traffic for override attempts and policy violations.
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