概要: Airbnbは、ユーザーに関する公開データを考慮し、性格や行動特性のアルゴリズム評価を通じて信頼性を測ったとされ、その結果、性労働者に対する説明のつかない禁止措置や差別的な禁止措置が取られた。
Alleged: Airbnb と Trooly developed an AI system deployed by Airbnb, which harmed sex workers と Airbnb users.
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
Intentional
