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Computer science Quote by Pedro Domingos

“As so often happens in computer science, we’re willing to sacrifice efficiency for generality.” quote by Pedro Domingos
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““As so often happens in computer science, we’re willing to sacrifice efficiency for generality.””

Pedro Domingos

About This Quote

Source Conference Talk: KDD 2014

Computer science often trades speed for broader applicability, accepting slower algorithms to cover more cases.

In simple terms: We sacrifice speed for general solutions.

Key Takeaway

Prioritize flexibility over raw speed.

Themes

efficiency generality trade‑offs

Mood

analytical thoughtful

Type

philosophical technical

When to use this quote

  • building libraries
  • research prototypes
  • educational curricula

Key Concepts

algorithm design theory software engineering

Questions to Reflect On

  • When is speed more critical than flexibility?
  • Can you balance both in a single design?
A Different Perspective

General solutions may be impractical for time‑critical tasks.

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