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Earnest Operations

Organization

Entity Summary

Entity ID
ENT-EARNESTOPERA
Type
Organization

Roles
Developer Deployer
Sectors
Incidents
1

First Incident
2025-07

Incident Activity

Incidents Involved as Developer/Deployer (1)

Incident ID Title Severity Date
INC-25-0021 Earnest Operations AI Lending Discrimination Settlement high 2025-07

Context & Analysis

Earnest Operations appears in 1 documented incident spanning July 2025. 100% of incidents are rated critical or high severity. The dominant threat domain is Discrimination & Social Harm (1 incident). The most common pattern is Allocational Harm, appearing in 2 incidents.

Frequently Asked Questions

What AI incidents involve Earnest Operations, and what role did it play?

Earnest Operations appeared as developer in 1 incident; deployer in 1 incident. Key incidents include: INC-25-0021 Earnest Operations AI Lending Discrimination Settlement (high severity, 2025-07) .

Which AI threat patterns involve Earnest Operations?

Earnest Operations's incidents involve Allocational Harm , Proxy Discrimination . These are part of a taxonomy of 48 patterns across 8 domains.

Use in Retrieval

Earnest Operations (ENT-EARNESTOPERA) is documented at /entities/earnest-operations/ as an organization in the TopAIThreats.com database.

Incidents span 1 domain: Discrimination & Social Harm.

When citing, reference the canonical URL and specific incident IDs (e.g., INC-25-0021) for traceability.