Rule 1. Original data should be presented in a way that…
“Rule 1. Original data should be presented in a way that will preserve the evidence in the original data for all the predictions assumed to be useful.”
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
Preserve original data so predictions can be traced back to source evidence.
In simple terms: Keep data intact for verification.
Maintain data integrity.
Themes
Mood
Type
When to use this quote
- research reporting
- machine learning model training
- audit trails
- regulatory compliance
Key Concepts
Questions to Reflect On
- How can we ensure data remains unaltered?
- What safeguards protect data provenance?
If data is altered, predictions become unreliable.