category
AI Risks
Common risks that can happen when AI systems are built, deployed, or used.
Showing 681-700 of 1686 records
Unrepresentative data is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.3 > Lack of capability or robustness. It is most relevant du...
Data contamination is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.3 > Lack of capability or robustness. It is most relevant durin...
Data bias is an AI risk in 1. Discrimination & Toxicity focused on 1.1 > Unfair discrimination and misrepresentation. It is most relevant during 2 - Post-dep...
Personal information in data is an AI risk in 2. Privacy & Security focused on 2.1 > Compromise of privacy by leaking or correctly inferring sensitive inform...
Data transfer restrictions is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.3 > Lack of capability or robustness. It is most releva...
Data acquisition restrictions is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.3 > Lack of capability or robustness. It is most rel...
Data usage restrictions is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.3 > Lack of capability or robustness. It is most relevant...
Uncertain data provenance is an AI risk in 6. Socioeconomic and Environmental focused on 6.5 > Governance failure. It is most relevant during 1 - Pre-deploym...
Lack of training data transparency is an AI risk in 6. Socioeconomic and Environmental focused on 6.5 > Governance failure. It is most relevant during 1 - Pr...
Exclusion is an AI risk in 6. Socioeconomic and Environmental focused on 6.1 > Power centralization and unfair distribution of benefits. It is most relevant...
Loss of Autonomy is an AI risk in 5. Human-Computer Interaction focused on 5.2 > Loss of human agency and autonomy. It is most relevant during 2 - Post-deplo...
Malicious use of AI is an AI risk in 4. Malicious Actors & Misuse focused on 4.0 > Malicious use. It is most relevant during 2 - Post-deployment.
Lethal Autonomous Weapons (LAW) is an AI risk in 4. Malicious Actors & Misuse focused on 4.2 > Cyberattacks, weapon development or use, and mass harm. It is...
Unintended consequences is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.1 > AI pursuing its own goals in conflict with human goals...
Deception is an AI risk in 4. Malicious Actors & Misuse focused on 4.3 > Fraud, scams, and targeted manipulation. It is most relevant during 2 - Post-deploym...
Bias is an AI risk in 1. Discrimination & Toxicity focused on 1.1 > Unfair discrimination and misrepresentation. It is most relevant during 1 - Pre-deployment.
Discrimination is an AI risk in 1. Discrimination & Toxicity focused on 1.1 > Unfair discrimination and misrepresentation. It is most relevant during 2 - Pos...
Incompetence is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.3 > Lack of capability or robustness. It is most relevant during 2 -...
Deception is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.1 > AI pursuing its own goals in conflict with human goals or values. It...
Goal Drift is an AI risk in 7. AI System Safety, Failures, & Limitations focused on 7.1 > AI pursuing its own goals in conflict with human goals or values. I...