Misaligned by Design: Incentive Failures in Machine Learning

David Autor, Andrew Caplin, Daniel Martin +1

The cost of error in many high-stakes settings is asymmetric: misdiagnosing pneumonia when absent is an inconvenience, but failing to detect it when present can be life-threatening…