When should a team prefer a simple rule over machine learning?

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  1. Whenever data exists
  2. Only for tiny companies
  3. When a simpler solution works

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References

  1. Google Machine Learning Problem Framing developers.google.com/machine-learning/problem-framing/problem Checked 2026-10-10.

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