BiasMedium
“Amazon’s Choice” Algorithm Failed to Recommend Functional Products and Prone to Review Manipulation
- Occurred
- Dec 15, 2016
- Published
- Jun 15, 2019
- Source
- AI Incident Database
Summary
Amazon’s “Amazon’s Choice” algorithm recommended poor-quality defective products and were reportedly susceptible to manipulation by inauthentic reviews.
Developers
- Amazon
Deployers
- Amazon
Harmed parties
- Amazon users
Classification
Category confidence: 85%
Severity confidence: 80%
Rationale: Algorithmic recommendation failures and manipulation risks constitute unfair outcomes and bias in product selection.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8