Beginner-Friendly Topic
Take your time - it's perfectly normal to re-read this topic 2-3 times. Try the interactive code editor below to run code yourself. Use the Q&A section to check your understanding before moving on. You've got this! 🚀
Missing Information
When your prompt is missing key information, AI fills the gap with assumptions. These assumptions are often wrong. Identifying what information is missing is a key prompt engineering skill.
What Happens When Information is Missing
When information is missing from a prompt, AI makes assumptions.
Sometimes these assumptions are reasonable. Often they are not.
Example:
You ask: 'Write an introduction for my report.'
AI assumes: the report is general, the audience is unknown, the tone is neutral, the length is arbitrary.
Result: A generic introduction that does not fit your actual report.
If you had included: the report topic, the audience, the tone, and the desired length, the AI would have written a targeted introduction.
Deep Learning ⊂ Machine Learning ⊂ Artificial Intelligence
A Checklist of Information to Consider
- Task: what exactly do you want AI to do?
- Content: what document, code, or text should AI work with?
- Audience: who is the output for?
- Tone: formal, casual, technical, friendly?
- Format: paragraph, list, table, code block?
- Length: approximate word count or number of items?
- Goal: what will you do with the result?
- Constraints: what should AI avoid or focus on?
Key Takeaways
- Missing information leads AI to make assumptions that may not match your needs
- Use a checklist to identify what information your prompt is missing
- You do not need all checklist items in every prompt, include what is relevant
- When a response is wrong or generic, check what information was missing
- Adding the right information makes prompts more targeted without making them longer
Key Takeaways
- When your prompt is missing key information, AI fills the gap with assumptions.
- Task: what exactly do you want AI to do?
- Content: what document, code, or text should AI work with?
- Audience: who is the output for?