5
ingredients.
1,000
variants.

That's Spaghetti Carbonara.

03
The Setup

Ask 100 chefs for carbonara.

Get 100 different dishes. Some use cream. Some use bacon. Some—actually—use guanciale.

Autonomous AI works the same way.

05
Interactive AI

Asks questions.

'Would you prefer traditional Roman-style or a more accessible version?'

06
Autonomous AI

Guesses.

And its guess is the training data average. Which might mean cream.

AI doesn't have

Fingerspitzengefühl

/ˈfɪŋɐˌʃpɪtsn̩ɡəˌfyːl/

Intuitive sensitivity. You need to translate intuition into explicit constraints.

What's implicit becomes probabilistic.

09
The Rule

Autonomous AI needs surgical precision.

Name every ingredient. Constrain interpretation. Test for drift.

Don't let your pipeline serve cream sauce.