If you flip a coin six times and get four heads, that doesn't mean the coin is biased against tails. But the AI ethics crowd would say yes, and proceed to "debias" the coin by rigging the flips.
Replying to @pmddomingos
If people were as random as coin flips this might be a valid comparison.
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