Step 1 of 4
What is AI?
Nobody writes the rule. It finds the pattern in examples.
Classic software
A person writes a rule
Data goes in
Exact result
AI
Examples
Finds the pattern
Likely guess
How does ChatGPT write? Pick the next word yourself
It writes what is likely, not what is true. Checking is your job.
Step 2 of 4
How does it learn?
Add examples and watch it change on six messages it has never seen.
Labelled example
Counts the words
New message
Urgent?
0/ 6 correct
pushes to urgentpushes to not urgent
The model runs on this page. Nothing you type is sent anywhere.
Step 3 of 4
Where does it fit at work?
Ten tasks. Make your call on each one.
Step 4 of 4
The right flow
AI in the middle, you at both ends.
You ask
AI writes a draft
You check
You decide
- The draft is the AI’s, the decision is yours
- Mask personal data first
- Check numbers and sources
- Give examples, get better results
Next: a business unit’s first AI model
From one task to a pilot you can measure.
Open guide 1halilneed.agency/guides/first-model/