Explanation:
When integrating AI into risk assessment, ethical challenges like potential model bias must not be overlooked. A judicious approach involves incorporating principles of ethical AI such as fairness, transparency, and accountability into the firm's AI strategy. This commitment ensures that models do not inadvertently perpetuate biases and that decisions made by AI are both understandable and responsible, aligning with societal and regulatory expectations.
A is incorrect. Disregarding ethical challenges for the sake of cost reduction is short-sighted and risks significant long-term harm to both the firm's reputation and its clients' interests.
B is incorrect. Employing AI models as black-box systems without understanding the underlying processes can lead to undetected biases and a lack of accountability, violating ethical AI principles.
C is incorrect. Prioritizing accuracy over ethics and relying solely on regulatory guidelines ignores the firm's own responsibility to ensure fairness and prevent harm to clients and society.
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Q.5667 An investment firm is integrating AI technology into its risk assessment processes. In order to handle ethical challenges such as potential model bias, which approach should be incorporated into the firm's AI strategy?
A
The firm should discount ethical challenges, focusing instead on the cost-reduction capabilities of AI.
B
The firm should employ AI models as black-box systems, accepting their outputs without the need for understanding the underlying processes.
C
The firm should prioritize accuracy over ethics, assuming that regulatory guidelines will address any ethical issues.
D
The firm should integrate principles of ethical AI that include fairness, transparency, and accountability into its AI strategy.
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