LibraryScenariosWhen Your AI Discriminates Against Your Own Community
Scenario

When Your AI Discriminates Against Your Own Community

My machine learning model for credit scoring is incredibly accurate but it learned to discriminate against zip codes where my relatives live and I cannot fix it without making it worse at its job.

Aurelius
Online
The coach is replying

More people experience this than they realize.

What we've seen

The system you built works well by being unfair, and you can't fix one without breaking the other.

Ideas that help explain it
Worth thinking about

“Where Are You with Physical AI, Robotics & Automation?”

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