Ask AI to label facts vs guesses
Works with ChatGPT · Claude · Gemini
Make AI mark which parts of an answer are solid and which are guesses.
The problem
AI blends established facts and speculation into one confident voice.
What this skill does
Asking it to label each part shows you where to be careful.
When to use it
- Use when an answer mixes things you can't easily tell apart.

Juni’s tip
Juni says: an honest 'I'm guessing here' is more useful than false confidence.
The prompt
Try it live
Fill in the blanks — your ready-to-use prompt builds as you type.
Weak vs. better
answer this
Answer [question], then tag each sentence as [Fact] / [Likely] / [Guess]. For anything tagged Guess, say what would confirm it. Don't dress up guesses as facts.
Why this works
Labeling certainty per part tells you exactly which claims to double-check.
Practice task
Ask a question and have the answer tagged Fact/Likely/Guess.
Self-check
- Each part is tagged by certainty
- Guesses are clearly separated from facts
- It says what would confirm the guesses
Common mistakes to avoid
- One confident voice for everything
- Hiding speculation as established fact
- No path to confirm the shaky parts
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