AWS Certified AI PractitionerResponsible AIHard
A team is developing an AI system for predictive policing. Given the potential for significant societal impact, they are conducting a thorough assessment to identify and mitigate potential ethical, social, and legal risks *before* deployment. This assessment includes evaluating fairness, transparency, privacy implications, and potential for misuse. What is this comprehensive proactive evaluation process called?
- AAI System Audit
- BRegulatory Compliance Review
- CEthical Impact Assessment (EIA)
- DModel Validation
Show answer & explanationAnswer & explanation
Correct answer: C. Ethical Impact Assessment (EIA)
An Ethical Impact Assessment (EIA) is a comprehensive, proactive process specifically designed to identify, evaluate, and mitigate ethical, social, and legal risks associated with AI systems before or during their development and deployment.
Why the other options are wrong
- A. An AI System Audit is typically a post-deployment review of performance or compliance.
- B. Regulatory Compliance Review ensures adherence to laws but doesn't necessarily cover broader ethical or social impacts proactively.
- D. Model Validation focuses on the technical performance and accuracy of the model, not broader ethical implications.
Ethical Impact Assessment (EIA)
An Ethical Impact Assessment (EIA) is a systematic process for identifying, evaluating, and mitigating the ethical, social, and legal risks and opportunities of an AI system throughout its lifecycle.
- Proactive approach to Responsible AI.
- Considers potential harms and benefits to individuals and society.
- Often conducted before development or early in the lifecycle.
Memory trick: EIA: 'E'valuate 'I'mpacts 'A'head of time.