Three-Group Learning Framework

A framework for learning from three distinct groups of people to maximize knowledge acquisition and growth.

The Three Groups to Learn From

  • Veterans/Mentors - People who have done it multiple times before
  • Peers - People currently alongside you in the game
  • Newcomers - Fresh people just starting out who don't know any better

Key Principles

  • Need to ask different questions to each group
  • Must be humble enough to learn from all three levels
  • Can't use same approach for all groups
  • Need to know how to extract valuable information from each type

How to Approach Each Group

Veterans/Mentors

  • Ask specific questions about their experience
  • Focus on learning from their past successes/failures
  • Get strategic high-level insights
  • Learn from their pattern recognition

Peers

  • Share current challenges and solutions
  • Learn together through mutual experience
  • Compare notes on what's working/not working
  • Build relationships through shared struggles

Newcomers

  • Fresh perspective without industry assumptions
  • New approaches not limited by "how things are done"
  • Creative solutions from lack of constraints
  • Energy and innovative thinking

Implementation Tips

  • Spend dedicated time with each group
  • Tailor questions specifically for each level
  • Be humble enough to learn from all three
  • Extract different types of value from each group
  • Recognize that each group provides unique insights

The framework emphasizes that learning happens at all levels, but you must approach each group differently to maximize value.

SP

Shaan Puri

Host of MFM

Shaan Puri is the Chairman and Co-Founder of The Milk Road. He previously worked at Twitch as a Senior Director of Product, Mobile Gaming, and Emerging Markets. He also attended Duke University.

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