AIF-C01 Question 218
Select 4Your company is designing an AI-powered healthcare application that processes sensitive patient data. To comply with regulatory standards and ensure the system is legally and ethically responsible, which of the following should you consider during the design process?
- A
Ensure compliance with the Health Insurance Portability and Accountability Act (HIPAA) for handling patient data.
- B
Adopt algorithm accountability principles to ensure the AI model's decisions are transparent and explainable.
- C
Implement International Organization for Standardization (ISO) standards, such as ISO/IEC 27001, for information security.
- D
Focus solely on optimizing the AI model's accuracy and performance, disregarding regulatory requirements.
- E
Conduct regular audits using System and Organization Controls (SOC) frameworks to verify compliance with data security best practices.
Show answer and explanation
Correct answers: A, B, C, E
Explanation
When designing AI systems that handle sensitive data, it is essential to consider regulatory compliance and ethical standards to ensure legal adherence and public trust. Standards like HIPAA, ISO/IEC 27001, and SOC frameworks address data security and privacy, while algorithm accountability principles ensure transparency and fairness. Ignoring regulatory requirements can lead to legal and reputational risks.
- A. Correct.
HIPAA is a critical regulatory standard for applications handling sensitive healthcare data in the United States. Ensuring compliance is necessary to avoid legal penalties and protect patient privacy.
- B. Correct.
Algorithm accountability principles ensure that AI systems are fair, transparent, and explainable, which is essential for ethical AI adoption and compliance with emerging laws.
- C. Correct.
ISO standards, such as ISO/IEC 27001, provide guidelines for managing information security, which is vital for protecting sensitive data processed by AI systems.
- D. Incorrect.
Focusing only on optimizing the model's accuracy without considering regulatory requirements is a poor practice and can lead to non-compliance with laws and ethical violations.
- E. Correct.
SOC frameworks, such as SOC 2, help organizations evaluate and demonstrate their adherence to data security and privacy standards, which is important for regulatory compliance.