Basic · module 32 of 100
Temperature and creativity
Understand how settings influence the variation in answers.
After this lesson
You know when you want more or less creativity and how to ask for it.
In view · Side by side
Variation is not accuracy
A lower temperature generally leads to less variation.
A higher temperature can produce more diverse formulations.
Compare both with the source; no setting guarantees correct facts.
Part 1 of 3 · Little variation
Your preference for less movement is on. Choose each part yourself.
What is temperature?
A higher temperature provides more variation and surprise. A lower temperature provides more predictable, conservative answers.
When to use which?
For facts, summaries, or fixed formats: lower. For ideas, titles, or alternatives: higher.
In practice
Not every tool shows the temperature. You can also ask in the prompt: “give 5 very different ideas” or “stay close to the facts.”
New practice example
From explanation to a usable result.
More variation results in different formulations, not extra proof that an answer is correct.
Fictional practice situationA community workshop is looking for three titles for a free repair afternoon. Only Saturday and the community centre are fixed; the time is missing.
View a possible solution
This is how it can be done
First ask for three professional titles and then three playful ones. In both rounds, retain Saturday, community centre, and free. A title with “from 14 o'clock” is rejected: that time is not in the source.
Why this works
You are comparing creative variation against the same factual boundary. Even a predictably set model can provide incorrect facts.
Make it slightly more difficult
Choose ône playful title and make it understandable for someone who is not yet familiar with the activity. Explain what you changed.
Extra practice, at your own pace. You do not need to submit anything. This does not count towards an automatic assessment.
Your workplace · learning by doing
Make something. See what changes.
Checking the AI connection… You can already view the written example.
Present your assignment to Ende.
Read the answer, change one thing, and compare.
Previously held
New version
You remain in control
What do you want to improve in your next attempt?
On this device only. AI answers remain only in this page memory. This is self-review, not a grade.
Why this approach works
You are comparing creative variation against the same factual boundary. Even a predictably set model can provide incorrect facts.
A step further
Choose ône playful title and make it understandable for someone who is not yet familiar with the activity. Explain what you changed.
Try & discover · no obligation
Change the variation
Shift the setting and compare the distribution. Does more variation also make an answer more accurate?
This model distributes the same three fictitious formulations differently. More spread says nothing about facts, completeness or quality.
Simplified mathematical demonstration with fixed base weights, no language model or exact imitation of a tool setting. Percentages are rounded.
This trial works locally with fictitious data and does not count towards your lesson completion. It starts anew with a new lesson or reload.
A prompt to get you started
Give three titles for an internal workshop about AI. Make them safe and clear first, then three more surprising variants.
Apply it
Your team is looking for surprising titles for a workshop, but uses the same setting also for factual summaries.
Which approach best fits this situation?
- Consider the most creative summary to be the most reliable.
- Assume that a low temperature guarantees facts.
- Test more variation for titles and check facts separately.
With JavaScript, you can check your approach and receive immediate feedback.
Test your insight
When do you choose more creativity in the output?
- For exact calculations.
- When coming up with ideas or alternatives.
- Always, because more creative is better.
Extra practice
Choose a task. Write én prompt that asks for a safe result and én that asks for more variation.
Safe: “Give three clear titles for a AI workshop.” Variation: “Give three titles that pique curiosity, one of which is a bit more playful.”
