G11 SUPER GIO
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02
PRACTICE MISSIONtraining data, prediction, bias, and accountability

training data, prediction, bias, and accountability

NEW CASENEW EVIDENCE

Training shift

A crop-disease model trained on bright laboratory photos scores 94% validation accuracy. On farmers' low-light phone photos, accuracy is 61%.

  1. Validation matched training conditions.
  2. Deployment distribution differs.
  3. Collect representative data and test by condition.

What should the team do next?

MODELModel Responsibility Card
DATA
PROVEChoose with evidence
CLUE

Pause. Find what matters. Then make your move.