There are no surprising facts, only models that are…
“There are no surprising facts, only models that are surprised by facts; and if a model is surprised by the facts, it is no credit to that model.”
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
Models only predict; they do not experience surprise. Credit belongs to accurate models, not to the surprise they feel.
In simple terms: Models predict, they don’t feel surprise.
Focus on model accuracy over emotional reaction.
Themes
Mood
Type
When to use this quote
- machine learning research
- data analysis
- decision making
Key Concepts
Questions to Reflect On
- How do you measure model success?
- When is surprise useful?
Surprise can indicate model misspecification, not merit.