Risk assessments
Formal analyses of likelihood and impact of AI uses, incl. privacy and bias.
Definition
Structured analyses evaluating the likelihood and potential impacts of specific AI uses, covering aspects such as data-protection/privacy effects, algorithmic bias and discrimination, effects on legal rights, security and resilience. The proposal calls for standardized templates and sectoral consequence analyses, particularly for public-sector AI deployments.
Related Terms
Risk assessment
Procedure to identify and mitigate social, ethical and legal risks....
Risk profile
Categorization of foreseeable harms by likelihood and severity....
Impact analysis
Structured assessment of effects on rights, equity, security and public value....
AI Impact Assessment (AIA)
Pre‑deployment assessment of risks and mitigation measures....
AI Impact Assessment
Documented risk and harms analysis before AI deployment....