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Ducks in a Row: Biased Learning

by Miki Saxon

https://www.flickr.com/photos/psd/15155049298Have you ever wondered why bias is so deeply ingrained and prevalent?

The answer is simple.

The datasets are biased.

For humans

Psychologists from Northwestern University have found that children as young as four show signs of racial bias, suggesting they pick up on cues to act intolerant from the adults around them from a very early age.

For AI.

The digital world is an incredibly biased place. Geographically, linguistically, demographically, economically and culturally, the technological revolution has skewed heavily towards a small number of very economically privileged slices of society.

Knowing the datasets for both are biased for the same reason, it is the wise boss, from team leader to CEO, who takes time to learn their own biases and also understand the various biases of their team.

Only then can they develop approaches and work-arounds.

The bottom line in business is that you don’t have to change minds, you just have to create processes that neutralize the effects.

Image credit: Paul Downey

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