Reliance on metrics is a fundamental challenge for AI
Summary: Through a series of case studies, we review how the unthinking pursuit of metric optimization can lead to real-world harms, including recommendation systems promoting radicalization, well-loved teachers fired by an algorithm, and essay grading software that rewards sophisticated garbage. Th...
| Published in: | Patterns |
|---|---|
| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-05-01
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| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666389922000563 |