Sound Intelligence's Aggression Detector Misidentified Innocuous Sounds
Description
Sound Intelligence's "aggression detection" algorithm deployed by schools reportedly contained high rates of false positive, misclassifying laughing, coughing, cheering, and loud discussions.
Actors
Alleged Deployers
- rock-hill-schools
- pinecrest-academy-horizon
Alleged Developers
- sound-intelligence
Harmed Parties
- students
- rock-hill-school-students
- pinecrest-academy-horizon-students
- epistemic-integrity
- educational-communities
Classification
Risk Domain
AI Safety & FailuresRisk Subdomain
7.3. Lack of capability or robustness
MIT Risk Profile
Topics
Source
Related Incidents (AI Safety & Failures)
View all →Research Papers on This Topic
View all →Concrete Problems in AI Safety
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
Representation Engineering: A Top-Down Approach to AI Transparency
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
Mitigation Tools
Tools related to this risk domain, via shared responsible AI topics.