CRISC Certified in Risk and Information Systems ControlGovernanceEasy
A financial institution is implementing a new digital banking platform that leverages artificial intelligence (AI) for fraud detection. The project team has identified potential biases in the AI model's training data, which could lead to discriminatory outcomes for certain customer segments. Which of the following governance principles should PRIMARILY guide the institution's response?
- ARegulatory arbitrage.
- BOperational efficiency.
- CShareholder value maximization.
- DEthical considerations and fairness.
Show answer & explanationAnswer & explanation
Correct answer: D. Ethical considerations and fairness.
When AI models present risks of discriminatory outcomes, the primary governance principle that must guide the institution's response is ethical considerations and fairness. This ensures that the technology is deployed responsibly and does not negatively impact specific customer segments, aligning with societal values and preventing reputational damage and potential legal issues.
Why the other options are wrong
- A. Regulatory arbitrage involves exploiting differences in regulations and is not a legitimate governance principle, especially when dealing with ethical dilemmas.
- B. Operational efficiency is a benefit of AI but should not override the need to address fundamental ethical issues like bias and discrimination.
- C. While important, maximizing shareholder value should not come at the expense of ethical behavior, especially concerning discrimination.
AI Ethics Governance
The framework and principles guiding the responsible development, deployment, and use of artificial intelligence to ensure fairness, transparency, accountability, and prevention of harm.
- Addresses issues like bias, discrimination, and privacy.
- Ensures AI aligns with societal values and legal norms.
- Critical for maintaining trust and avoiding adverse impacts.
Memory trick: An AI's heart must be fair and ethical, not just smart.