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Last updated 5:12 PM on 12/15/25
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9 Terms

1
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The 10,000 Hour Rule

  • The idea that it takes 10,000 hours of practice to become an expert in a specific field

  • Only the people who are given the opportunity to put in these hours can become outliers

2
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The Matthew Effect

  • Small initial advantages accumulate over time, creating huge gaps in achievement

  • Systems reward early winners with more opportunities, making their success look inevitable in hindsight

  • When we only look at successful people’s talent, we miss the invisible advantages that helped them pull ahead

3
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Chris Langan

  • Langan’s IQ was round 195, by only his cognitive ability, he should’ve been successful

  • Langan grew up in poverty, with little family support

  • When he ran into problems at college, he didn’t have the skills to advocate for himself

  • He didn’t have the “practical intelligence” needed for the world

4
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Robert Oppenheimer

  • Oppenheimer grew up with elite upbringing and cultural capital

  • When he got in trouble at Cambridge, his family connections and social skills protected him from worse consequences

  • He had the high IQ and practical intelligence needed to be successful

  • This shows that family background and social class are crucial, invisible skills

5
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Bill Gates

  • Born when computers were just becoming powerful and viable

  • Had access to a computer terminal and later, had nearly unlimited computer access at U of Washington'

  • 10,000 hour rule: thousands of hours of programming experience before most people even used a computer

  • Grew up in a upper-middle class family that supported his interests

  • Gates’s success was a product of timing, access, and background

6
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The Beatles

  • 10,000 hour rule: played 8 hours a night, giving them more live experience than any other band at the time

  • Grew up in a city with a thriving music scene, giving them venues and mentors to help them

  • Successful due to talent plus opportunity plus tons of practice

7
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Hockey Players

  • Youth hockey leagues in Canada group players by calendar year, kids born in Jan, Feb, or March, are bigger and stronger than kids born in the fall

  • Kids that are slightly better will then get placed on elite teams, giving them extra practice + attention

  • What looks like natural talent or hard work is often the result of hidden advantages

  • Matthew Effect

8
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Concerted Cultivation

  • Common in upper and middle class families

  • Parents actively develop their children’s skills through organized activities and constant guidance

  • Children learn how to negotiate with authority and advocate for themselves “practical intelligence”

  • This equips children with the invisible skills needed to turn potential into success

9
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Natural Growth

  • Used by poor and working-class families

  • Children are given freedom to play and explore, but lack “practical intelligence”, the ability to negotiate with authority and advocate for themselves

  • Natural growth highlights that talent alone isn’t enough

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