Everyday AI practice
Token maxxing
Definition
Treating higher AI-token usage as a sign of productivity even when it does not improve the result.
Visual example

Ingredient counting = token maxxing
The kitchen connection
Think of counting ingredients instead of judging the meal.
The illustration connects the AI idea to something familiar. Follow the subject, the action, and the result to see how it works.
- 01 · Who or what
- Ingredient counting = token maxxing
- 02 · What happens
- Uses more tokens than needed
- 03 · The result
- Raises cost without better value
Why it matters
It connects token counts and AI costs to the larger lesson that activity is not the same as value.