• Interpretability is important for understanding how models like GPD work
  • Twitter algorithm only decides which tweets to show while general purpose models can do many things
  • Models are already being used for predictive policing, sentencing, and strategic decisions
  • Decomposed account of how models reach their conclusions is necessary for transparency
  • Understanding why personal interactions like Bing Sydney's statement occurs is valuable

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