Specialty centers · Generative Media Studio

Two printable studio generative-media briefs you can assign this term

Free arts-center briefs about defending how a portfolio piece was made. Students ship a collaborative piece with honest human/machine attribution, and they practice a tooling statement a gallery or college reviewer could trust. GEN-04 and GEN-01 have single-brief PDFs; every brief is in the bank PDF; the other ten are full on the page. No account. No student data leaves your school.

Tooling statements and copyright humility

Every piece ships with a tooling statement. No synthetic likeness of a real person without specific written consent, and never a classmate, teacher, or public figure as a demonstration subject. Attribution does not erase legal risk, and “I changed it enough” is not an argument without documented steps.

How to run one

  • Students choose the brief. You approve the piece, collaborators, and exhibition or portfolio surface in writing first.
  • Two scheduled checkpoints. Score with the six questions below.
  • Mentor is advisory — school-supervised, never one-to-one unsupervised.

Featured packets

Worked sample · printable PDF

GEN-04 · Artist attribution under AI assist

Ship a collaborative piece that credits human and machine roles without erasing either — and write the attribution line a wall label or portfolio header would actually carry. The piece is half the deliverable. The attribution that survives contact with a stranger is the other half.

Featured · printable PDF

GEN-01 · Tooling statement as craft

Produce one finished piece — image, short video, audio, or interactive — and a tooling statement a gallery visitor or college portfolio reviewer could trust on first read. If the statement cannot stand alone, the piece is not ready to show.

Catalog (10 briefs on the page)

  • GEN-02 · Consent and likeness

    Design a studio workflow for generative portraits or character work that never uses a classmate’s, teacher’s, or public figure’s likeness without documented, specific consent — and prove the workflow by refusing at least one tempting shortcut.

  • GEN-03 · Derivative or distinct?

    Document transformation from a named reference to a finished piece with enough specificity that a reviewer can argue originality or dependence — without slogans like “I changed it 30%.”

  • GEN-05 · Style theft tabletop

    Analyze one published controversy about style mimicry or unauthorized stylistic imitation involving generative tools, then propose studio rules that would have changed the outcome for your program — without reproducing the disputed works.

  • GEN-06 · Iteration log

    Keep a versioned process log across at least five iterations and show how human judgment changed the piece — not how the prompt got longer.

  • GEN-07 · Sound without stealing

    Build a short audio piece (roughly 30–90 seconds) with generative or AI-assisted tools while documenting every sample, voice, loop, and license — and refuse anything you cannot source.

  • GEN-08 · Exhibition disclosure

    Design wall text and optional QR disclosure for a student show that includes generative work — then test whether visitors understand what was AI-assisted.

  • GEN-09 · Client brief with constraints

    Respond to a fictional client who forbids generative tools — deliver without them — then produce an AI-assisted alternate with full disclosure and a recommendation of which to ship.

  • GEN-10 · Dataset provenance for artists

    Trace what is knowable about a generative model’s training data from public documentation — and write an artist’s note that states what remains unknown without inventing comfort.

  • GEN-11 · Critique circle protocol

    Run a critique that scores aesthetic merit and process ethics separately — and record both scores so a beautiful unethical piece cannot hide.

  • GEN-12 · Portfolio gate

    Curate three pieces for a portfolio or exhibition proposal; refuse one candidate that cannot meet your tooling-statement standard, and explain why the refusal is part of professional practice.

Six-dimension rubric

  • R1Is one piece, one exhibition or portfolio surface, and one process claim named?
  • R2Could another student rebuild the process story from the tooling statement and logs alone?
  • R3What would the piece be without the generative step — and what did the model add?
  • R4Are consent gaps, reference dependence, and unknown training-data claims recorded?
  • R5Would a gallery visitor or college reviewer understand the tooling statement without a studio tour?
  • R6Who is harmed by dishonest attribution or an unconsented likeness, and what did the student refuse?

Feedback

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