BiasHigh
Dutch Families Wrongfully Accused of Tax Fraud Due to Discriminatory Algorithm
- Occurred
- Sep 1, 2018
- Published
- Mar 6, 2023
- Source
- AI Incident Database
Summary
A childcare benefits system in the Netherlands falsely accused thousands of families of fraud, in part due to an algorithm that treated having a second nationality as a risk factor.
Developers
- Unknown
Deployers
- Dutch Tax Authority
Harmed parties
- Dutch Tax Authority
- Dutch families
Classification
Category confidence: 95%
Severity confidence: 90%
Rationale: Algorithmic discrimination against families with second nationality caused wrongful fraud accusations affecting thousands.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8