Data Quote by Richard Hamming
“Science is composed of laws which were originally based on a small, carefully selected set of observations, often not very accurately measured originally; but the laws have later been found to apply over much wider ranges of observations and much more accurately than the original data justified.”
About This Quote
Scientific laws often start from limited, imperfect data, yet they later prove robust across broader, more precise observations.
In simple terms: Laws emerge from narrow data, later generalize.
Key Takeaway
Initial data may be flawed, but laws can still hold.
Themes
science
methodology
generalization
precision
empiricism
Mood
curiosity
skepticism
Type
analytical
philosophical
When to use this quote
- forming theories
- validating models
- expanding datasets
Key Concepts
law formation
observation
measurement error
Practical Applications
- research design
- policy making
Questions to Reflect On
- How do we trust laws built on shaky data?
- What safeguards ensure later accuracy?
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