LibraryScenariosWhen AI models show discriminatory behavior
Scenario

When AI models show discriminatory behavior

The machine learning model I trained has racial bias in its outputs and my manager says we can ship it anyway because the overall accuracy is good enough.

Aurelius
Online
The coach is replying

More people experience this than they realize.

What we've seen

You're being told to ship something you know is biased, and real people will get hurt by it.

Ideas that help explain it
Worth thinking about

“Where Are You with Product?”

If this sounds familiar, the Library can help you find the bigger picture.