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When you become sufficiently expert in the state of the…

“When you become sufficiently expert in the state of the art, you stop picking ideas at random. You are thoughtful in how to select ideas and how to combine ideas. You are thoughtful about when you should be generating many ideas versus pruning down ideas.” quote by Andrew Ng
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“When you become sufficiently expert in the state of the art, you stop picking ideas at random. You are thoughtful in how to select ideas and how to combine ideas. You are thoughtful about when you should be generating many ideas versus pruning down ideas.”

Andrew Ng

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Expertise leads to strategic idea selection, balancing generation and pruning to improve innovation efficiency.

In simple terms: Experts choose ideas wisely.

Key Takeaway

Focus on quality, not quantity, when you’re skilled.

Themes

expertise strategy creativity

Mood

thoughtful analytical

Type

advice professional

When to use this quote

  • research labs
  • product development
  • startup brainstorming
  • academic work

Key Concepts

Decision theory idea management

Questions to Reflect On

  • How do you know when to broaden your search?
  • What criteria guide your pruning process?
A Different Perspective

Even experts can miss novel ideas if they become too narrow in focus.

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