Who Owns the Output? — Assessment

Nora generates a landscape from a short prompt and publishes it unchanged. Luis uses a generated landscape as a background, then draws original characters and writes their dialogue.

Which classification best identifies the potentially protected expression?

• ABoth complete images qualify because each creator chose what to publish.
• BNora's generated image lacks human authorship; Luis's original drawings and dialogue may qualify.
• CNeither project qualifies because generated pixels remain in both final images.
• DNora owns the composition through her prompt; Luis owns only the dialogue.

An editor reviews three submissions: an untouched generated portrait, a human-written essay checked by an AI spelling tool, and a comic with generated illustrations and original human-written dialogue.

Which judgments are supportable under the human-authorship requirement? Select all that apply.

• The untouched portrait lacks federal copyright in its generated expression.
• Accepting the spelling tool's corrections prevents copyright protection of the essay as a whole.
• The comic's original human-written dialogue may receive protection.
• The essay may remain protected despite the use of automated spelling assistance.

A portfolio contains an untouched generated poster, a human photograph cleaned with AI denoising, a generated scene with newly hand-painted figures, and six generated panels arranged into an original visual narrative.

Match each project to the strongest potentially protectable human contribution described.

A novelist writes an original manuscript and uses AI only to flag repeated words. A publisher argues that Thaler v. Perlmutter makes the manuscript ineligible for copyright.

Assertion: Thaler v. Perlmutter requires rejecting copyright in this manuscript merely because AI was used. Reason: Human-authored expression can remain protectable in a work made with AI assistance.

• ABoth A and R are true and R is the correct explanation of A
• BBoth A and R are true but R is NOT the correct explanation of A
• CA is true but R is false
• DA is false but R is true

A studio director spends 30 hours generating 900 images, selects one, and exports it without alteration. The director claims that the time invested establishes authorship of the selected image.

What is the best assessment of that claim?

• AThe investment establishes authorship because originality includes sustained effort.
• BThe selection transfers the system's expressive choices to the director.
• CThe large candidate pool establishes compilation copyright in the selected image.
• DEffort and selection alone do not establish authorship of its generated expression.

A filmmaker combines a self-written script, unchanged AI-generated establishing shots, and live-action footage she directed. An automated tool also removes background hiss from the recorded dialogue.

Which conclusions avoid treating copyright as an all-or-nothing label for the film? Select all that apply.

• Her original script and human-directed footage may support copyright claims.
• The generated establishing shots gain copyright through inclusion in the film.
• The cleaned dialogue must be excluded from protection because the tool altered the recording.
• The film's protection need not extend to the generated shots considered separately.

A gallery argues that an entirely machine-generated image qualifies for federal copyright because it is novel, fixed in a file, and commercially valuable. No person contributed its expressive elements.

Even if novelty and fixation are established, the missing threshold requirement illustrated by Thaler v. Perlmutter is ___.

Maya makes 40 intentional brushstrokes that create a distinctive new face over a generated portrait. Arun applies 4,000 automated dust-removal corrections to a different generated portrait.

Which comparison is most defensible?

• AAssess original human expression in each; the correction count does not decide protection.
• BArun has the stronger claim because more individual changes were made.
• CMaya owns the entire portrait because recognizable human features were added.
• DBoth have equivalent claims because each modified a generated source.

One designer requests 'a lonely station at dawn.' Another supplies 1,500 words describing lighting, mood, clothing, and camera angle; the system still generates the actual shapes, textures, and spatial relationships in both outputs.

Applying the Copyright Office's Part 2 Report analogy, which conclusions are justified? Select all that apply.

• The longer prompt necessarily gives its writer authorship of the resulting image.
• Both prompts may guide concepts without determining the resulting expression.
• Iterative revisions establish direct expressive control once the output matches the instructions.
• Later original human painting could add protectable expression to either output.

A designer says a prompt specifying lens type, palette, pose, and mood proves the resulting image is authored just like a photograph. The image generator independently supplies the depicted details.

Which response best addresses the claimed equivalence?

• AThe comparison succeeds because naming photographic settings establishes expressive control.
• BThe comparison fails because generated images cannot contain protectable human contributions.
• CNaming desired features is not necessarily control over the expression actually rendered.
• DThe comparison succeeds if a saved prompt documents the intended photographic choices.

Workflow A uses descriptive instructions, an AI-rendered city, and selection of one result. Workflow B supplies an original human drawing, generates alternatives, and then adds original hand-drawn lettering.

Match each workflow element to its strongest authorship significance.

An illustrator creates an original pencil composition, submits it to an image generator, and later redraws the final character's face. A reviewer is assessing the finished image rather than assuming every pixel has the same authorship.

Which facts should the reviewer examine? Select all that apply.

• Whether original expressive features of the pencil drawing remain perceptible.
• Which expressive features of the final face the illustrator actually created.
• Which details were supplied by generation rather than the illustrator.
• Whether the subscription labels generated details as the illustrator's own creative work.

A creator submits hundreds of revised prompts but makes no direct edits and supplies no original expressive input retained in the image. The creator argues that iteration alone proves authorship of the final rendered details.

Assertion: The number of prompt revisions alone does not establish authorship of the resulting image. Reason: Instructions can guide a desired concept while the system still determines the particular expression.

• ABoth A and R are true and R is the correct explanation of A
• BBoth A and R are true but R is NOT the correct explanation of A
• CA is true but R is false
• DA is false but R is true

A playwright writes an original, detailed fictional monologue and uses it as an image-generation prompt. The image contains no readable text and is published without human edits.

Which distinction is most accurate?

• ACopyright in the monologue automatically extends to every image it inspires.
• BUsing the monologue as instructions places both the text and image outside copyright.
• CThe monologue may qualify as original text without establishing authorship of the generated image.
• DThe image qualifies if the monologue contains enough original descriptive detail.

Two artists generate the same kind of scene. One changes a seed until satisfied; the other directly paints an original foreground that remains visible in the finished work.

Which evidence most directly supports a claim to human-authored expression?

• AThe first artist's record of the seed that produced the preferred scene.
• BThe second artist's retained paint layers showing the original foreground.
• CThe first artist's written explanation of the emotion sought through prompting.
• DThe second artist's paid-plan records confirming ownership of the generated image.

A reviewer compares a text-only generation workflow with a workflow using an original sketch and later repainting. The review template requires an expression inventory before source attribution, source attribution before assessing retained human expression, and that assessment before drafting a claim.

Order the review steps to satisfy these dependencies.

A creator selects eight generated panels from 200 candidates and sequences them into an original wordless mystery. A third party copies one panel but not the selection, sequence, or any other human-created element.

What does compilation copyright, if established, most directly protect here?

• AThe original selection and arrangement, not an exclusive right in each generated panel.
• BEvery selected panel because inclusion makes each part of a copyrighted story.
• CThe full candidate collection as the source material underlying the protected selection.
• DThe mystery's plot concept regardless of which panels another creator uses.

A designer combines generated architecture, a licensed photograph, and an original hand-painted sky. She makes creative choices about placement, scale, overlap, and visual balance.

Which statements correctly separate possible protection from its limits? Select all that apply.

• A valid photo license lets the designer claim the incorporated photograph as her own authorship.
• The original painted sky may support a claim to human-authored expression.
• The creative composition may support protection in its arrangement.
• The final composition automatically gives her copyright in the generated architecture.

A studio reviews four changes to generated artwork: original panel sequencing, a newly painted creature, automatic file-format conversion, and incorporation of a recognizable passage from a copyrighted illustration.

Match each change to the primary issue it raises.

A painter makes original expressive changes to an AI output that contains a recognizable protected illustration. She calls the result 'transformative use' and claims that this settles both authorship and fair use.

Assertion: Copyrightability of her additions and fair use of source material require distinct analyses. Reason: Any sufficiently original new expression automatically makes use of the source material fair use.

• ABoth A and R are true and R is the correct explanation of A
• BBoth A and R are true but R is NOT the correct explanation of A
• CA is true but R is false
• DA is false but R is true

Three projects use the same generated base: a mechanically sharpened export, an original paint-over replacing the central figure, and a collage with a creative arrangement of multiple elements.

Which review principles are sound? Select all that apply.

• Evaluate the paint-over's original human expression rather than counting changed pixels.
• Assess creative arrangement separately from copyright in individual collage elements.
• Treat the choice of sharpening settings as sufficient authorship of the sharpened image.
• Avoid extending protection in human additions to the generated base by default.

A collage artist makes original additions to an output containing protected source imagery. A client accepts that the additions may be copyrightable but asks whether using the source without permission is excused.

The relevant potential defense requiring a separate, multi-factor analysis is ___, not simply proof that the artist contributed original edits.

A retoucher changes contrast, removes artifacts, and paints a distinctive new creature into a generated scene. She asks whether crossing a 50% changed-pixels threshold would secure copyright in the entire image.

Which answer best frames the assessment?

• ACrossing 50% establishes authorship because most of the final image is new.
• BOnly edits changing the scene's overall meaning can receive protection.
• CThe creature establishes ownership of all remaining pixels through integration.
• DThere is no such pixel threshold; assess original human expression and its scope.

A gallery publishes generated images in filename order. A second publisher selects and sequences images to create an original visual argument; a third adds original painted details but retains the gallery's ordering.

Which conclusions follow from the described contributions? Select all that apply.

• Filename order necessarily supplies enough creativity for compilation copyright.
• The second publisher's selection and sequence may support compilation copyright.
• The third publisher's original painted details may support a distinct claim.
• Both publishers necessarily gain copyright in every underlying generated image.

Platform A states, 'Paid users may use outputs commercially.' Platform B states, 'As between you and us, you own outputs to the extent permitted by law.' A creator uses both services to make otherwise purely generated images.

Which annotations accurately distinguish the provisions' effects? Select all that apply.

• A addresses platform permission rather than guaranteeing copyright.
• B allocates rights between the parties subject to legal limits.
• B's ownership wording supplies the human authorship missing from the images.
• Neither clause by itself creates federal copyright enforceable against strangers.

A platform promises a user 'exclusive ownership' of an unchanged generated image. A stranger who never agreed to the platform's terms copies it, and no other rights or human contributions are identified.

Which response best addresses a proposed federal copyright claim?

• AThe ownership promise establishes copyright because it is an enforceable contract.
• BThe stranger is subject to the ownership restriction because it accompanies the published image.
• CThe promise alone creates neither human authorship nor copyright against the stranger.
• DThe promise automatically transfers the platform's copyright in every generated pixel.

A creator compares four clauses: permission for advertising use, assignment of whatever rights the provider has, a user promise not to resell raw outputs, and a disclaimer about third-party rights.

Match each clause to its most accurate annotation.

A platform says users may sell outputs and separately warns that it does not clear third-party trademarks. A creator treats the sales permission as proof that purely generated outputs have federal copyright.

Assertion: The platform's commercial-use permission does not establish federal copyright in a purely generated output. Reason: A recognizable brand in an advertisement may require a separate trademark assessment.

• ABoth A and R are true and R is the correct explanation of A
• BBoth A and R are true but R is NOT the correct explanation of A
• CA is true but R is false
• DA is false but R is true

A user validly agrees not to redistribute raw outputs and then does so. Assume the output is purely generated and no protected source material or other copyright is involved.

Although a contract claim may be available, the redistribution does not thereby become ___ merely because the agreement calls the user an 'owner.'

A vendor tells a client, 'Our subscription says we own the outputs, so we can promise nobody else may use any matching generated image.' The vendor has made no human additions.

Which corrections should the client request? Select all that apply.

• Treat the subscription as proof that the platform created copyrightable expression.
• Distinguish the platform's contractual allocation from any federal copyright.
• Replace the ownership clause with a commercial license to create public exclusivity.
• Avoid promising public exclusivity unless an independent legal basis supports it.

A platform's terms permit merchandise sales but prohibit sublicensing its service access. A creator wants to sell posters and provide a customer with account credentials, citing the commercial-use permission.

Which interpretation best separates the contractual questions from copyright?

• APoster permission does not resolve account-sharing restrictions or establish copyright.
• BCommercial-use permission supersedes all restrictions affecting the same business.
• CWithout copyright in the poster, none of the platform's restrictions can apply.
• DOutput ownership includes transferring account access needed to reproduce that output.

An artist posts an unchanged generated image with the caption 'My platform contract prohibits copying.' A nonuser downloads it without accepting any agreement; another downloader has expressly accepted a valid no-copy agreement.

Which distinctions are justified on these facts? Select all that apply.

• The nonuser is not automatically bound by the artist's platform contract.
• The agreeing downloader's contractual obligations require separate assessment.
• The posted no-copy notice establishes copyright enforceable against both downloaders.
• Missing copyright necessarily invalidates every no-copy promise.

A beverage startup plans an ad using a purely generated image with a competitor-like package logo and a photorealistic likeness of a living singer. The team has not checked platform terms or obtained the singer's consent.

Which risk checks belong in the launch review? Select all that apply.

• Investigate whether the package presentation creates relevant trademark confusion.
• Investigate applicable likeness or digital-replica rights and consent.
• Review platform restrictions even though the output lacks its own copyright.
• Treat the lack of output copyright as clearance for this advertising use.

A publisher proposes an untouched generated cover that resembles a famous illustrator's general style. It also includes a close match to an identifiable illustrated character, and the applicable platform plan is unknown.

Which recommendation best identifies risks without presuming the outcome?

• AReject the cover because recognizable artistic style alone establishes infringement.
• BApprove the cover because purely generated images have no copyright owner.
• CCheck only the plan because generation prevents copying of protected expression.
• DCheck plan restrictions and compare specific protected expression, not style alone.

A proposed campaign includes an output from a research-only account, a near-match to a protected illustration, a competitor's logo on packaging, and a synthetic voice resembling a living actor.

Match each concern to the most directly useful next fact.

A seller plans to print an uncopyrightable generated image on shirts. The image appears to reproduce distinctive elements of a recent comic cover, and the seller generated it under terms that may forbid merchandise.

Which actions address the two identified risk categories? Select all that apply.

• Treat any resemblance as conclusive proof of copyright infringement.
• Retrieve the accepted terms and check the merchandise restriction.
• Assume the output's copyright status overrides restrictions on merchandise.
• Compare the specific expressive elements and investigate permission or defenses.

An agency uses an unchanged generated picture in an advertisement. The picture contains a recognizable logo, and the agency argues that Thaler makes any further intellectual-property review unnecessary.

Assertion: The absence of copyright in the generated picture does not resolve trademark risk in the advertisement. Reason: Trademark analysis can turn on the use's commercial context and likelihood of confusion rather than authorship of the picture.

• ABoth A and R are true and R is the correct explanation of A
• BBoth A and R are true but R is NOT the correct explanation of A
• CA is true but R is false
• DA is false but R is true

A documentary team proposes a synthetic reenactment using an identifiable performer's face and a visible company logo. The producer argues that a 'documentary' label settles both likeness and trademark questions.

Which next step is best?

• ARequire licenses automatically because identifiable people and logos always need permission.
• BReview consent and applicable likeness rules, plus the logo's actual context and presentation.
• CApprove automatically because informational uses cannot implicate these rights.
• DLimit review to copyright because documentary context supplies the likeness and trademark defenses.

A brand generates new spoken sentences in a convincingly identifiable actor's voice without copying an existing recording. The team checks contract and source-copyright questions but omits consent and personality-related rights.

The risk checklist should also flag the synthesized voice as a potential ___ issue, even without copying a particular recording.

A team has three pending launches: shirts with a comic-like image, an advertisement with a singer's synthetic likeness and brand logo, and a cover generated under uncertain commercial terms. Its risk register currently says only 'AI output: no copyright.'

Which changes would make the register more useful? Select all that apply.

• Add scenario-specific contract, source-expression, trademark, and replica checks where relevant.
• Record unresolved facts, such as accepted terms, source matches, context, and consent.
• Classify recognizable source resemblance as established infringement unless a license is documented.
• Separate lack of output protection from permission to carry out each proposed use.

A comic creator archives prompt logs and raw panels, source-license records, a panel-selection rationale, an edit history, and a layered project file. The final comic combines generated scenes, original sequencing, and hand-painted additions.

Match each record to the question it most directly helps answer.

An illustrator's project moves from raw generation to selecting six panels, sequencing them into a reveal, and painting an original final character. She is adding annotations to preserved raw files and editing layers.

Which annotations best identify human contribution without overstating its scope? Select all that apply.

• The model generated these raw panels; my later selection does not establish authorship of their details.
• I selected and ordered these panels to establish the reveal shown in this version.
• This paint layer contains the original character features I added after generation.
• My final export integrates these contributions, so its copyright covers the generated panels as well as my additions.

A studio's archive system first registers raw assets and licenses, then assigns stable IDs to selected panels. Its edit packages must reference those IDs, and its final manifest must link the completed edit package.

Order the archive operations to satisfy the system's dependencies.

A provenance packet contains a timestamped export, a file hash, a vendor receipt, and a written 'all rights cleared' note unsupported by license documents. The creator wants to know what these records actually establish.

Match each record to its evidentiary limitation.

A creator preserved raw generated panels, selected some, sequenced them, painted a new ending, and incorporated a licensed texture. Her draft notes include both observations and broad legal conclusions.

Match each note to the most appropriate annotation category.

A workshop participant assembles a thorough provenance packet but has an unresolved license issue and a recognizable person's synthetic likeness in a planned national campaign. She asks the instructor to certify that launch is legally safe.

Which response best preserves the distinction between education and individualized legal advice?

• ACertify launch subject to retaining the provenance packet as evidence of independent creation.
• BCertify only copyright safety because the human edits are clearly documented.
• CExplain the unresolved risk categories and recommend qualified review of the specific campaign.
• DDecline to identify any issues because educational discussions cannot address concrete examples.

A freelancer's archive contains only the final flattened image, a list of prompts, and a declaration that the work is 'transformative.' The freelancer had selected several outputs, composited them, and painted original details.

Which additions would most directly strengthen the record of those contributions? Select all that apply.

• A signed ownership declaration identifying the finished image as an original, transformative whole.
• The raw outputs, source-license records, and selection-and-sequencing rationale.
• A platform marketing page describing its outputs as commercially usable.
• Versioned edit history and layered files linked to specific human additions.

A reviewer has a complete project archive but an unfinished handoff memo. The memo procedure requires mapping the baseline before labeling human contributions, using those labels to define potential claim scope, and defining scope before listing unresolved questions for counsel.

Order the memo-development steps according to those dependencies.