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When Models Kill

Foundations of Software Science, CSC, NC State, Fall, 2017

Bad data mining killed two space shuttles and over a dozen astronauts.

Lessons:

  • Models kill
  • Models should come with cerification envelopes and we should not use models outside of their training zone.
  • Modeling method should match the data (carry a big toolbelt).