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BFA in Graphic Design

verdict slip · printed 1 Aug 2026 · sources on every line

how to read this slip
stays humanthe evidence says this stays human led
with AIdone faster with AI in the loop: still needs you
shiftingthe evidence says AI already reaches this one
no data yetno source covers it yet, so we don't guess

STAYS HUMAN4
with AI20
shifting5
no data yet (no source, no guess)3
tasks charted · feeds 4 jobs29
of 29 charted tasks: 4 stay human · 20 run with AI in the loop · 5 are shifting. 3 more are no data yet: no source, no guess. counts only: we don't do scores.

Brand Designer[feeds: pending]
Determine size and arrangement of illustrative material and copy, and select style and size of type.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Confer with clients to discuss and determine layout design.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Develop graphics and layouts for product illustrations, company logos, and Web sites.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Use computer software to generate new images.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Review final layouts and suggest improvements, as needed.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Maintain archive of images, photos, or previous work products.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Art, Drama, and Music Teachers, Postsecondary[feeds: source]
usually via further study
Explain and demonstrate artistic techniques.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Evaluate and grade students' class work, performances, projects, assignments, and papers.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Prepare students for performances, exams, or assessments.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Initiate, facilitate, and moderate classroom discussions.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Prepare and deliver lectures to undergraduate or graduate students on topics such as acting techniques, fundamentals of music, and art history.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Prepare course materials, such as syllabi, homework assignments, and handouts.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Maintain student attendance records, grades, and other required records.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Graphic Designer[feeds: source]
Conferring with clients to determine layout, brief, and design directionstays human

O*NET OnLine occupation profiles (task + detail pages) · dated 2025.

open source ↗
Reviewing final layouts and judging what to improve before client sign-offstays human

O*NET OnLine occupation profiles (task + detail pages) · dated 2025.

open source ↗
Determining layout, type, and composition and creating design concepts from a briefwith AI

"Rapid Growth in GenAI Job Postings" (2024-11) · dated 2024-11.

open source ↗
Using computer software to generate new imageswith AI

"Rapid Growth in GenAI Job Postings" (2024-11) · dated 2024-11.

open source ↗

sources disagree here: Sources disagree on this task's classification: "Rapid Growth in GenAI Job Postings" (2024-11) rates it "augmented"; Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) rates it "exposed". The more conservative classification is kept as primary.

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) ↗
Writing or editing copy for clientswith AI

"Introducing the Anthropic Economic Index" (2025-02) · dated 2025-02.

open source ↗
Preparing digital files and marking up final layouts for print productionno data yet

O*NET OnLine occupation profiles (task + detail pages) · dated 2025.

open source ↗
Researching the target audience of a design projectno data yet

O*NET OnLine occupation profiles (task + detail pages) · dated 2025.

open source ↗
Maintaining an archive of images, photos, or previous work productno data yet

O*NET OnLine occupation profiles (task + detail pages) · dated 2025.

open source ↗
Video Game Designers[feeds: source]
Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Devise missions, challenges, or puzzles to be encountered in game play.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Solicit, obtain, and integrate feedback from design and technical staff into original game design.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Conduct regular design reviews throughout the game development process.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Provide feedback to designers and other colleagues regarding game design features.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

the delta: what moves your picture
#1 Directing an AI image/layout tool against a real client brief, then checking the output against the client's actual constraints before it's presented as a concept
In BFA in Graphic Design's own task ledger, Brand Designer's "Confer with clients to discuss and determine layout design" rates augmented and Graphic Designer's "Determining layout, type, and composition and creating design concepts from a…" rates augmented; all 3 matched rows here rate augmented. Checking a concept against the client's real constraints is what keeps a design worth presenting. first step: NASA Brand Center · free · ~12 min
#2 Using AI image generation tools for drafts, then checking licensing and usage rights before anything ships to a client
Among BFA in Graphic Design's matched ledger rows, Brand Designer's "Use computer software to generate new images" rates augmented and Graphic Designer's "Using computer software to generate new images" rates augmented; all 2 matched rows here rate augmented. Checking the actual usage rights before a generated image ships is what keeps a deliverable safe to use. first step: U.S. Copyright Office: Copyright Registration Guidance: Works Containing AI-Generated Material · free · ~15 min
#3 Using AI to sort and tag a growing image archive fast, while personally verifying rights and version before reusing anything from it
Looking at the roles BFA in Graphic Design feeds into, Brand Designer's "Review final layouts and suggest improvements, as needed" rates augmented; all 2 matched rows here rate augmented. Confirming rights and the final version before reuse is what keeps an image archive safe to draw from. first step: Google Workspace Learning Center: Organize files with folders in Drive · free · ~10 min
* THE HONESTY BOX
“not cooked” ≠ “nothing changes.” 20 of your 29 charted tasks already run with AI in the loop, and 3 tasks have no source at all: marked unlisted, not estimated. this slip shows only what we could source; where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.

Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.
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