In our work, we are always between Scylla and Charybdis…
“In our work, we are always between Scylla and Charybdis; we may fail to abstract enough, and miss important physics, or we may abstract too much and end up with fictitious objects in our models turning into real monsters that devour us.”
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
He cautions that too much or too little abstraction in models can lead to errors or unrealistic outcomes.
In simple terms: Balance detail and abstraction in models.
Key Takeaway
Find the right level of abstraction.
Themes
science
modeling
complexity
Mood
analytical
cautious
Type
technical
educational
When to use this quote
- engineering design
- climate modeling
- AI research
Key Concepts
physics
philosophy of science
Questions to Reflect On
- When does a model become too abstract?
- How to test if abstraction is sufficient?
A Different Perspective
Over‑abstraction may miss critical details.