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Computers Quote by Jordan Ellenberg

“Working an integral or performing a linear regression is something a computer can do quite effectively. Understanding whether the result makes sense—or deciding whether the method is the right one to use in the first place—requires a guiding human hand. When we teach mathematics we are supposed to…” quote by Jordan Ellenberg
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““Working an integral or performing a linear regression is something a computer can do quite effectively. Understanding whether the result makes sense—or deciding whether the method is the right one to use in the first place—requires a guiding human hand. When we teach mathematics we are supposed to be explaining how to be that guide. A math course that fails to do so is essentially training the student to be a very slow, buggy version of Microsoft Excel.””

Jordan Ellenberg

About This Quote

Mathematics education should teach critical thinking and model selection, not just procedural computation.

In simple terms: Math teaching must guide judgment, not just calculation.

Key Takeaway

Focus on reasoning, not just tools.

Themes

education mathematics critical thinking

Mood

reflective analytical

Type

advisory educational

When to use this quote

  • teaching statistics
  • data analysis
  • research methodology
  • business analytics

Key Concepts

model selection interpretation human judgment

Questions to Reflect On

  • How can curricula balance technique with insight?
  • What practices develop model‑selection intuition?
A Different Perspective

Students may still rely on tools without deep understanding.

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