The End of the Train-Test Split
2015: Loosely based on a true story.
You are a machine learning engineer at Facebook in Menlo Park. Your task: build the best butt classification model, which decides if there is an exposed butt in an image.
The content policy team in D.C. has written country-specific censorship rules based on cultural tolerance for gluteal cleft—or butt crack, for the uninitiated.
Germany: 0% cleft.
Zimbabwe: 30% cleft.
Cupertino: 0%.
Montana: 20%.
A PM on your team writes data labeling guidelines for a busines...
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