--- title: "Meaning & Key Takeaway of: There are no surprising facts, only…" description: "\"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.\" — Eli..." image: "https://sms4smile.com/quotes/i/744/eliezer-yudkowsky-1207_credit_there-are-no-surprising-facts-only-model_1353462.png" --- # 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.” quote by Eliezer Yudkowsky](https://sms4smile.com/quotes/i/744/eliezer-yudkowsky-1207_credit_there-are-no-surprising-facts-only-model_1353462.png) [Download](https://sms4smile.com/quotes/i/744/eliezer-yudkowsky-1207_credit_there-are-no-surprising-facts-only-model_1353462.png) [Open image](https://sms4smile.com/quotes/i/744/eliezer-yudkowsky-1207_credit_there-are-no-surprising-facts-only-model_1353462.png) > “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.” [Eliezer Yudkowsky](https://sms4smile.com/quotes/author/eliezer-yudkowsky/) ## 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. Key Takeaway Focus on model accuracy over emotional reaction. Themes prediction accuracy model evaluation surprise credit Mood analytical critical Type technical philosophical When to use this quote - machine learning research - data analysis - decision making Key Concepts epistemology AI statistics Questions to Reflect On - How do you measure model success? - When is surprise useful? 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