🎭 collective intelligence

• scientific field, which examines how
  • groups of individuals collaborate and pool their knowledge and tokens
  • to solve problems, make decisions, and generate knowledge
• foundations are built on principles from: biology, sociology, psychology, computer science, and economics
• cyber built collective artificial intelligence system
• this short list of articles explain how cyber apply the most fundamental concepts observed in nature

key concepts

• consensus
• collective memory
• distributed cognition
• diversity
• coordination
• cooperation
• self-organization
• stigmergy
• emergence

key algorithms

• delphi method

• random walk

• trust systems

• cooperative games

• prediction markets

• truth machine

• more to embrace

• swarm intelligence

• genetic algorithms

• crowd sourcing

• collaborative filtering

• ensemble learning

• network analysis

• basic evidence which is interesting proof of diversity

• c as measure of collective intelligence

• according to woolley is not correlated with c

  • team cohesion
  • motivation
  • satisfaction

• they claim that factors were found as significant correlates

  • the variance in the number of speaking turns
  • group members average social sensitivity
  • proportion of females ⇒ women are collectively smarter
  • providing multiple team members the chance to speak up made a group more intelligent
  • groups that are moderately diverse in cognitive style
    • have higher collective intelligence
    • than those who are very similar in cognitive style or very different

• bostrom and spacepussy offers simple collective learning

• discover all concepts