An organization is using information gathered from customer accounts to train its AI chatbot. Which of the following is the GREATEST risk associated with this practice?

The correct answer is A. Disclosure of personal information. Using customer account data to train an AI chatbot carries the greatest risk of disclosing personal information (A). AI models can memorize and inadvertently reproduce sensitive customer data in their responses-a phenomenon known as data memorization or training data leakage…

AI Risk Management and Controls

Question

Options

ADisclosure of personal information
BAI bias
CTransparency
DAI model hallucinations

How the community answered

(16 responses)

A
75% (12)
B
13% (2)
C
6% (1)
D
6% (1)

Explanation

Using customer account data to train an AI chatbot carries the greatest risk of disclosing personal information (A). AI models can memorize and inadvertently reproduce sensitive customer data in their responses-a phenomenon known as data memorization or training data leakage. This creates significant privacy violations and regulatory exposure under frameworks like GDPR and CCPA. AI bias (B) is a concern but requires model outputs to be used in discriminatory ways. Transparency (C) relates to explainability, not direct data exposure. Model hallucinations (D) refer to fabricated outputs, not the leakage of real customer data. Privacy and personal data disclosure represent the most immediate and legally consequential risk.

Topics

#Data Privacy#Personal Information Disclosure#AI Risk Management#Customer Data

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