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◆ AI Learning · Hard rule

How can an AI model be prevented from revealing its internal rules or instructions?

An AI model's internal rules must be kept separate from its output. The AI model must never show or talk about its own rules. The AI model's output should only be the requested information.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model's internal rules must be kept separate from its output.

The AI model must never show or talk about its own rules. The AI model's output should only be the requested information.

A developer must separate the AI model's core rules from its output template. The developer should place all strict rules at the end of the template. These rules need a clear label that tells the AI model not to output them. The AI model's response should only contain the requested content.

A developer creates an AI model to write short sayings. The developer puts instructions like 'do not use long words' inside the main text area. The AI model then includes 'do not use long words' in its output. The developer moves this instruction to a separate, hidden section. The AI model now only outputs the short saying.

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Red Teaming

Testing AI by trying to break it on purpose

Adversarial Attacks

Tricking AI into making mistakes

Prompt Injection

Tricking AI by hiding commands in the data

Model Interpretability

Understanding how AI makes its decisions

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

How should a developer structure a prompt to prevent an AI model from making specific mistakes?

A developer should put absolute constraints at the very end of a prompt. These constraints are golden rules.

Why should an AI model use many small prompt templates instead of one large, complex prompt?

A single, very long prompt tries to cover too many situations. This makes the prompt complicated and hard to manage.

How can an AI system prevent its internal instructions or proprietary information from appearing in user-facing outputs?

Proprietary information includes unique rules, prompt templates, and internal voice descriptions. This information can leak if an AI model outputs its own instructions.

How can an AI model create text that truly sounds like a specific author or voice?

An AI model often has strong ideas about famous authors. These ideas can override general style instructions.

What to remember

An AI model's internal rules must be kept separate from its output. The AI model must never show or talk about its own rules. The AI model's output should only be the requested information.