Discrimination in the Age of Algorithms

Understand

The law forbids discrimination.

• But the ambiguity of human decision-making often makes it extraordinarily hard for the legal system to know whether anyone has actually discriminated.
• To understand how algorithms affect discrimination, we must therefore also understand how they affect the problem of detecting discrimination.
• By one measure, algorithms are fundamentally opaque, not just cognitively but even mathematically.