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.
More people experience this than they realize.
Algorithmic efficiency conflicts with fairness when historical data encodes the very inequalities the creator seeks to overcome.
“Where Are You with Physical AI, Robotics & Automation?”
Peri can explain why this happens, help you decide if this is the right situation for you, and point toward the right journey or coach.
If this sounds familiar, the Library can help you find the bigger picture.