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Question 220
A product group assumes open-weight automatically means unrestricted licensing. Which activity corrects the assumption?
- Open-weight deployment
- Retrieval augmentation
- On-premises hosting
- Model license review
Explanation
Correct Answer
D:Permission to use weights remains governed by applicable terms. License review checks permitted redistribution, usage and other conditions before deployment.
Incorrect Answers
A:Open-weight models allow authorized users to access model weights under applicable licensing terms. This does not directly meet the case requirement to review the actual distribution license.
B:Retrieval augmentation adds external facts at query time without changing base model weights. This does not directly meet the case requirement to review the actual distribution license.
C:On-premises hosting keeps serving within customer-managed hardware but requires local operations. This does not directly meet the case requirement to review the actual distribution license.
Question 221
A brand wants a single hero illustration from a detailed brief. Which generation medium is appropriate?
- Text-to-image prompting
- Video generation
- Content provenance
- Still image generation
Explanation
Correct Answer
D:The intended deliverable is one still image. Image generation produces individual visual assets such as product backgrounds or illustrations.
Incorrect Answers
A:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to create a single visual composition.
B:Video generation creates sequential frames representing motion over time. This does not directly meet the case requirement to create a single visual composition.
C:Provenance measures document where generated media originated and how it was altered. This does not directly meet the case requirement to create a single visual composition.
Question 222
A trainer needs a ten-second scene showing a safety procedure unfolding. Which medium is needed?
- Video generation
- Human creative review
- Still image generation
- Image editing
Explanation
Correct Answer
A:Temporal behavior must be shown over multiple frames. Video generation creates sequential frames representing motion over time.
Incorrect Answers
B:Human review checks rights, brand accuracy, artifacts and appropriateness before publishing. This does not directly meet the case requirement to show motion and events over time.
C:Image generation produces individual visual assets such as product backgrounds or illustrations. This does not directly meet the case requirement to show motion and events over time.
D:Image editing modifies an existing image while preserving selected requested elements. This does not directly meet the case requirement to show motion and events over time.
Question 223
A photographer wants to remove an unwanted background object from an existing approved photo. What operation is primary?
- Video generation
- Still image generation
- Image editing
- Text-to-image prompting
Explanation
Correct Answer
C:An existing image must be modified, not replaced blindly. Image editing modifies an existing image while preserving selected requested elements.
Incorrect Answers
A:Video generation creates sequential frames representing motion over time. This does not directly meet the case requirement to edit only the requested part of an image.
B:Image generation produces individual visual assets such as product backgrounds or illustrations. This does not directly meet the case requirement to edit only the requested part of an image.
D:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to edit only the requested part of an image.
Question 224
An artist gives detailed wording about lighting and composition without supplying a source image. What input method is being used?
- Text-to-image prompting
- Human creative review
- Still image generation
- Content provenance
Explanation
Correct Answer
A:The model creates a still image from descriptive text. Text-to-image prompting describes a new still visual from written instructions.
Incorrect Answers
B:Human review checks rights, brand accuracy, artifacts and appropriateness before publishing. This does not directly meet the case requirement to generate a visual asset from a written prompt.
C:Image generation produces individual visual assets such as product backgrounds or illustrations. This does not directly meet the case requirement to generate a visual asset from a written prompt.
D:Provenance measures document where generated media originated and how it was altered. This does not directly meet the case requirement to generate a visual asset from a written prompt.
Question 225
A generated advertisement includes incorrect product packaging. What should happen before release?
- Content provenance
- Human creative review
- Image editing
- Still image generation
Explanation
Correct Answer
B:Human review can catch business-critical visual inaccuracies. Human review checks rights, brand accuracy, artifacts and appropriateness before publishing.
Incorrect Answers
A:Provenance measures document where generated media originated and how it was altered. This does not directly meet the case requirement to review media against the approved product representation.
C:Image editing modifies an existing image while preserving selected requested elements. This does not directly meet the case requirement to review media against the approved product representation.
D:Image generation produces individual visual assets such as product backgrounds or illustrations. This does not directly meet the case requirement to review media against the approved product representation.
Question 226
A news organization needs to indicate which promotional visuals were AI generated. Which practice improves accountability?
- Content provenance
- Still image generation
- Text-to-image prompting
- Image editing
Explanation
Correct Answer
A:Documented generation provenance supports transparency. Provenance measures document where generated media originated and how it was altered.
Incorrect Answers
B:Image generation produces individual visual assets such as product backgrounds or illustrations. This does not directly meet the case requirement to record the origin of generated media.
C:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to record the origin of generated media.
D:Image editing modifies an existing image while preserving selected requested elements. This does not directly meet the case requirement to record the origin of generated media.
Question 227
A retail team needs high-resolution photos of new color schemes but no animation. Which modality fits?
- Still image generation
- Text-to-image prompting
- Image editing
- Human creative review
Explanation
Correct Answer
A:Static imagery matches the output requirement. Image generation produces individual visual assets such as product backgrounds or illustrations.
Incorrect Answers
B:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to produce new product photographs.
C:Image editing modifies an existing image while preserving selected requested elements. This does not directly meet the case requirement to produce new product photographs.
D:Human review checks rights, brand accuracy, artifacts and appropriateness before publishing. This does not directly meet the case requirement to produce new product photographs.
Question 228
An event organizer wants an animated invitation with changing scenes. Which modality is required?
- Video generation
- Human creative review
- Content provenance
- Text-to-image prompting
Explanation
Correct Answer
A:Movement and sequential frames demand video output. Video generation creates sequential frames representing motion over time.
Incorrect Answers
B:Human review checks rights, brand accuracy, artifacts and appropriateness before publishing. This does not directly meet the case requirement to create an animated moving invitation.
C:Provenance measures document where generated media originated and how it was altered. This does not directly meet the case requirement to create an animated moving invitation.
D:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to create an animated moving invitation.
Question 229
A designer already has a logo and wants only the background altered. Which activity best preserves the source asset?
- Text-to-image prompting
- Image editing
- Still image generation
- Content provenance
Explanation
Correct Answer
B:Editing retains desired components while changing specified regions. Image editing modifies an existing image while preserving selected requested elements.
Incorrect Answers
A:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to modify a provided image selectively.
C:Image generation produces individual visual assets such as product backgrounds or illustrations. This does not directly meet the case requirement to modify a provided image selectively.
D:Provenance measures document where generated media originated and how it was altered. This does not directly meet the case requirement to modify a provided image selectively.
Question 230
A fashion visualizer creates a model wearing apparel that misrepresents actual fit. What business safeguard should precede publication?
- Content provenance
- Human creative review
- Image editing
- Text-to-image prompting
Explanation
Correct Answer
B:Creative quality assurance should verify truthfulness as well as style. Human review checks rights, brand accuracy, artifacts and appropriateness before publishing.
Incorrect Answers
A:Provenance measures document where generated media originated and how it was altered. This does not directly meet the case requirement to catch misleading generated product imagery.
C:Image editing modifies an existing image while preserving selected requested elements. This does not directly meet the case requirement to catch misleading generated product imagery.
D:Text-to-image prompting describes a new still visual from written instructions. This does not directly meet the case requirement to catch misleading generated product imagery.
Generative AI Leader Practice Tests