10 exam-style questions with answers and explanations, straight from our 1,030-question bank. Tap an answer to check yourself. When you're ready, take the scored version in the free practice test.
These 10 free GenAIBIZ questions are organized by exam domain, so you can see how each part of the Generative AI for Business Professionals (GenAIBIZ) blueprint is tested. Reveal the answer and explanation under each question.
An assistant says, "The room is booked." Its activity log shows a successful availability lookup, but no reservation result. A valid booking is established by:
Correct answer: B - A successful reservation result from the authorized booking service.
In a product-design demonstration, an image model begins with random noise and forms an image through successive denoising steps guided by a text prompt. The generation method being demonstrated is:
Correct answer: B - A diffusion model.
A support assistant gives an obsolete return deadline and cites a passage that really contains it. Logs show that retrieval supplied a policy marked "retired," although a current approved version was available. The assistant quoted the retrieved deadline accurately. Which change addresses the failure shown here?
Correct answer: C - Restrict retrieval to current approved policy versions.
A second-hand camera listing needs a plain white background while retaining the camera's real color, scratches, and shape. The editor will compare every candidate result with the original. Which operation confines the intended edit to the background?
Correct answer: A - Use a background mask to inpaint that region of the photograph.
A retailer asks an AI assistant to refactor a discount service without changing its behavior. The new version is faster and passes tests generated from its own code. To detect an unintended change in the discount rules, the reviewer should:
Correct answer: B - Test both versions against outcomes derived from the approved discount rules.
An English safety briefing needs an unabridged Spanish audio version for employees who do not understand English. An approved Spanish synthetic voice is available, and reuse of the recording is authorized. All instructions and qualifications must remain. Choose the production sequence.
Correct answer: C - Transcribe and verify the briefing, translate it, then synthesize and review Spanish narration.
After processing a supplier's message, a procurement assistant begins emailing customer records to an unauthorized recipient. Another transfer is queued. The service owner can control the assistant's access. Which action takes priority?
Correct answer: C - Pause the assistant and revoke its outbound access.
Names and email addresses have been removed from individual customers' support transcripts intended for an external AI tool. Account numbers remain, and staff can use them to identify customers in the account system. Company policy permits only anonymous data in that tool. How should these transcripts be classified?
Correct answer: A - Personal data, because the remaining account numbers identify customers indirectly.
Finance expects $90,000 in first-year gross labor savings from an AI workflow; this already includes $30,000 attributed to faster drafting. First-year costs are $20,000 for integration, $15,000 for the platform, and $10,000 for required human review. The sponsor requires ROI above 60%. Which financial conclusion belongs in the business case?
Correct answer: A - ROI is 100%; the financial target is met.
Staff like the accuracy of a new claims assistant but rarely use it. Observation shows that entering the same case details twice and copying the answer back takes longer than drafting the message themselves. If the sponsor funds one improvement, where should the investment go?
Correct answer: D - Integration that eliminates duplicate case entry and copying.
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