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Scope a small AI experiment
I can limit an AI experiment to one task and decide in advance how I will recognize success.
Judgement and responsibility
What this means
Choose one task for the experiment, set a success threshold before starting, and decide from the result whether to continue, change the approach, or stop.
Why this matters
A broad experiment does not show what worked. A limited experiment with a measure agreed in advance leads to a decision rather than just an impression.
How to recognize this skill
- 01Limit the experiment to one task or problem.
- 02Record the success threshold before the experiment.
- 03Make a reasoned decision about what to do next based on the result.
This does not yet demonstrate the skill
- Trying AI without deciding on a goal in advance.
- Making a wish list.
Learn this
Guides
- TeachesHow an AI project takes shape: from idea to finished resultStart an AI project with one clearly defined problem, test it with harmless material and decide for yourself when it is ready to use.
- TeachesBuild a small AI app without coding — choose one taskBuild your first AI assistant with a limited scope using sample material: one task, a small test and human review before sharing.
Practice
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