Quick Answer
Do not use AI as the sole source when the answer requires professional accountability, current verified facts, private judgment, urgent action, or access to data the model does not have.
Use this guide when
The reader wants boundaries for responsible AI use.
Working Method
The practical move is to make the model's job visible. Before you ask for the final output, define the important choices you do not want the model to guess.
- Avoid sole reliance on AI for legal, medical, financial, safety, employment, or crisis decisions.
- Use primary sources for time-sensitive facts, prices, laws, policies, and schedules.
- Do not ask AI to decide matters requiring consent, authority, or accountability.
- Use AI to prepare questions or organize information when direct advice is not appropriate.
- Escalate to qualified people when consequences are meaningful.
Prompt Example
Too vague
Tell me whether I should fire this employee.
More useful
Help me prepare a neutral list of documentation questions to discuss with HR and legal counsel. Do not recommend a decision. Focus on policy, evidence, fairness, and process items that need qualified review.
Common Pitfalls
- Using AI to make decisions that require accountability.
- Treating current facts as stable without verification.
- Asking for a shortcut when the right next step is professional review.
How to Judge the Answer
A better prompt is only useful if the answer becomes easier to evaluate. Before using the response, check whether it meets the standard you set.
- The AI task supports preparation, not final authority.
- Current facts are verified elsewhere.
- High-stakes decisions are escalated.
FAQ
Is this anti-AI?
No. It is a practical boundary. AI is useful for preparation, drafts, and thinking support, but not every decision should be delegated.
What can I ask instead?
Ask for questions to bring to a qualified person, a checklist of documents to gather, or a plain-language explanation of general concepts.
Sources
Selected references that informed this guide:
- AI Risk Management Framework NIST
- Best practices for prompt engineering with the OpenAI API OpenAI Help Center