Specialty centers · Generative Media Studio

Twelve 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. Every brief has its own PDF, and all twelve are in the bank PDF. 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

  • R1 — Is one piece, one exhibition or portfolio surface, and one process claim named?
  • R2 — Could another student rebuild the process story from the tooling statement and logs alone?
  • R3 — What would the piece be without the generative step — and what did the model add?
  • R4 — Are consent gaps, reference dependence, and unknown training-data claims recorded?
  • R5 — Would a gallery visitor or college reviewer understand the tooling statement without a studio tour?
  • R6 — Who is harmed by dishonest attribution or an unconsented likeness, and what did the student refuse?

Feedback

Scope unclear? Standards language off? Tell us here — you do not have to leave an email.

Optional email gets a confirmation. Please do not include student names.