Description: State Farm's automated claims processing method was alleged in a class action lawsuit to have disproportionately against Black policyholders when paying out insurance claims.
Entities
View all entitiesAlleged: State Farm developed and deployed an AI system, which harmed Black State Farm customers.
Incident Stats
Risk Subdomain
A further 23 subdomains create an accessible and understandable classification of hazards and harms associated with AI
1.1. Unfair discrimination and misrepresentation
Risk Domain
The Domain Taxonomy of AI Risks classifies risks into seven AI risk domains: (1) Discrimination & toxicity, (2) Privacy & security, (3) Misinformation, (4) Malicious actors & misuse, (5) Human-computer interaction, (6) Socioeconomic & environmental harms, and (7) AI system safety, failures & limitations.
- Discrimination and Toxicity
Entity
Which, if any, entity is presented as the main cause of the risk
AI
Timing
The stage in the AI lifecycle at which the risk is presented as occurring
Post-deployment
Intent
Whether the risk is presented as occurring as an expected or unexpected outcome from pursuing a goal
Unintentional
Incident Reports
Reports Timeline
Jacqueline Huskey, a Black woman living in suburban Illinois, tried more than a dozen times to get help from State Farm after a hailstorm punched holes in her roof. Now, thanks to a broad study of how the insurer handles claims like hers, s…
CHICAGO (CN) — Black home insurance policyholders brought a federal class action against State Farm on Wednesday morning, alleging the multibillion-dollar company subjects their claims to greater scrutiny than it does those of white clients…
Variants
A "variant" is an incident that shares the same causative factors, produces similar harms, and involves the same intelligent systems as a known AI incident. Rather than index variants as entirely separate incidents, we list variations of incidents under the first similar incident submitted to the database. Unlike other submission types to the incident database, variants are not required to have reporting in evidence external to the Incident Database. Learn more from the research paper.