AI Risks

Privacy and Property

AI risk record; domain: 2. Privacy & Security; subdomain: 2.0 > Privacy & Security; when it can happen: 2 - Post-deployment

Ethics and Morality

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.3 > Lack of capability or robustness; when it can happen: 2 - Post-deployment

Illegal Activities

AI risk record; domain: 4. Malicious Actors & Misuse; subdomain: 4.3 > Fraud, scams, and targeted manipulation; when it can happen: 2 - Post-deployment

Mental Health

AI risk record; domain: 3. Misinformation; subdomain: 3.1 > False or misleading information; when it can happen: 2 - Post-deployment

Offensiveness

AI risk record; domain: 1. Discrimination & Toxicity; subdomain: 1.2 > Exposure to toxic content; when it can happen: 2 - Post-deployment

Model prediction uncertainty

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.3 > Lack of capability or robustness; when it can happen: 3 - Other

Model misspecification

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.3 > Lack of capability or robustness; when it can happen: 3 - Other

Model bias

AI risk record; domain: 1. Discrimination & Toxicity; subdomain: 1.1 > Unfair discrimination and misrepresentation; when it can happen: 1 - Pre-deployment

Model-level risk

AI risk record; subdomain: X.1 > Excluded; when it can happen: 4 - Not coded

Out-of-domain data

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.3 > Lack of capability or robustness; when it can happen: 3 - Other

Dataset shift

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.3 > Lack of capability or robustness; when it can happen: 3 - Other

Data bias

AI risk record; domain: 1. Discrimination & Toxicity; subdomain: 1.1 > Unfair discrimination and misrepresentation; when it can happen: 1 - Pre-deployment

Data-level risk

AI risk record; subdomain: X.1 > Excluded; when it can happen: 4 - Not coded

Content Safety Risks

AI risk record; domain: 1. Discrimination & Toxicity; subdomain: 1.2 > Exposure to toxic content; when it can happen: 2 - Post-deployment

System and Operational Risks

AI risk record; subdomain: X.1 > Excluded; when it can happen: 4 - Not coded

Independently - Post-Deployment

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.0 > AI system safety, failures, & limitations; when it can happen: 2 - Pos...

Independently - Pre-Deployment

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.0 > AI system safety, failures, & limitations; when it can happen: 1 - Pre...

By Mistake - Post-Deployment

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.3 > Lack of capability or robustness; when it can happen: 2 - Post-deployment

By Mistake - Pre-Deployment

AI risk record; domain: 7. AI System Safety, Failures, & Limitations; subdomain: 7.1 > AI pursuing its own goals in conflict with human goals or values; when...

On Purpose - Post Deployment

AI risk record; domain: 4. Malicious Actors & Misuse; subdomain: 4.3 > Fraud, scams, and targeted manipulation; when it can happen: 2 - Post-deployment