Which of the following would pose the GREATEST risk when reviewing AI acceptable use training content?
Answer(s): B
Failing to address the non-deterministic nature of AI creates the greatest risk because users may incorrectly assume AI outputs are consistent, predictable, or authoritative. This misunderstanding can lead to overreliance on AI, improper validation of outputs, and significant governance and compliance issues.
An IS auditor is reviewing an AI application that uses customer data to refine the organization's marketing outreach strategies. Which of the following should be the auditor's PRIMARY focus during this review?
Answer(s): C
When customer data is used for AI-driven marketing, the primary risk is improper handling of personal data. Ensuring compliance with privacy regulations is essential to prevent unauthorized use, protect customer rights, and avoid legal or regulatory violations.
An organization is training a skin cancer recognition model. Photographs collected from which of the following sources would present the GREATEST risk associated with data integrity?
Images from a social media platform pose the greatest data integrity risk because they lack verified clinical labeling, consistent image quality, and controlled collection conditions. This greatly increases the likelihood of incorrect or misleading training data for a medical diagnostic model.
An IS auditor examining change management procedures for an AI system observes inconsistent training data validation and verification protocols prior to model retraining. Which of the following is the MOST significant risk in this context?
Inconsistent validation and verification of training data can allow corrupted, low-quality, or improperly prepared data into the retraining process, directly degrading the AI system’s reliability. This risk is more significant than documentation or timing issues because compromised data undermines the integrity and trustworthiness of the model’s outputs.
An AI healthcare diagnostic tool requires large volumes of patient data, raising concerns about privacy and data breaches. Which of the following is the MOST effective strategy to mitigate this risk?
Answer(s): D
Using synthetic or anonymized data minimizes the exposure of identifiable patient information while still allowing the model to be trained effectively. This approach most effectively reduces privacy and breach risks compared to securing transmission or limiting data sources.
Which of the following is MOST important to consider when evaluating ethical risk related to data used for training an AI model?
Ethical risk is primarily driven by the sensitivity and origin of training data, as these factors determine whether the data was collected appropriately, used with consent, and processed in a way that avoids harm, discrimination, or privacy violations.
Which of the following is the GREATEST concern when an audit team relies on generative AI to create audit reports?
Generative AI can produce hallucinations — fabricated or incorrect statements — which can lead to inaccurate audit reports. This poses the greatest concern because it directly compromises the reliability and integrity of the audit’s conclusions.
Which of the following is the MOST important reason to conduct regular threat modeling exercises for AI systems and data?
Answer(s): A
Threat modeling enables proactive identification of vulnerabilities specific to AI systems and their data flows, allowing organizations to address security risks before they are exploited. This directly strengthens AI governance and risk management.
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q 44. ans:- b (goto setup > order settings > select enable optional price books for orders) reference link --> https://resources.docs.salesforce.com/latest/latest/en-us/sfdc/pdf/sfom_impl_b2b_b2b2c.pdf(decide whether you want to enable the optional price books feature. if so, select enable optional price books for orders. you can use orders in salesforce while managing price books in an external platform. if you’re using d2c commerce, you must select enable optional price books for orders.)
"cost of replacing data if it were lost" is also correct.
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question 182 - correct answer is d. ethernet frame length is 64 - 1518b. length of user data containing is that frame: 46 - 1500b.
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question #50 and question #81 are exactly the same questions, azure site recovery provides________for virtual machines. the first says that it is fault tolerance is the answer and second says disater recovery. from my research, it says it should be disaster recovery. can anybody explain to me why? thank you
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