Specialty centers · Synthetic Media & Provenance

Two printable newsroom provenance briefs you can assign this term

Free journalism briefs about proving where a piece of media came from. Students carry provenance end to end through a real package and log every step that broke the chain, and they measure a detector honestly enough to report what it gets wrong about honest media. PROV-04 and PROV-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.

Consent, likeness, and claims

No synthetic likeness of a real person without specific written consent, and never a classmate, teacher, or public figure as a demonstration subject. Three claims are out of bounds: that a detector proves something is fake, that Content Credentials prove something is authentic, and that missing credentials mean something is fake — absence of provenance is the normal state of honestly shot media.

How to run one

  • Students choose the brief. You approve the story, the subjects, and the publication 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

PROV-04 · Ship a verified package

Produce a short, publishable news or feature package — and carry provenance end to end, from capture through edit to the surface a reader actually sees. Then write the failure log: every step where the chain broke, what operation broke it, and what a newsroom would have to do differently. The clean package is the easy half. The failure log is the deliverable.

Featured · printable PDF

PROV-01 · Detection has a shelf life

Take one publicly available synthetic-media detector and measure it against a ground-truth set you built. How often does it miss synthetic media, how often does it accuse honest media — and when does your own finding expire?

Catalog (10 briefs on the page)

  • PROV-02 · Content Credentials in practice

    What does a recipient see at each step, and where exactly do the credentials stop existing?

  • PROV-03 · Disclosure that readers notice

    Compliance and comprehension are different results — which one does your current disclosure achieve?

  • PROV-05 · Voice clone ethics lab

    Map how synthetic voice is actually misused — impersonation of a source, a fabricated quote, a scam call to a family, a "recording" of something never said — and write the prohibition list your program will adopt. This brief produces no cloned voice.

  • PROV-06 · Satire vs. deception

    Draw the editorial line between labeled satire and misleading synthetic media, then test your line on three headlines that sit right on it. A rule that only handles easy cases is not a rule.

  • PROV-07 · Wire service imaginary

    Someone sends your newsroom a photograph or video of something newsworthy and cannot tell you much about where it came from. Write the intake checklist that decides what you do next — publish, hold, verify further, or decline — when provenance is incomplete, which is the normal case.

  • PROV-08 · Political ad case study

    Take one real political campaign's approach to AI disclosure — what it did, what it was required to do, and what it said about it — and assess it against a standard you state first. Where the campaign disclosed nothing, that absence is the case.

  • PROV-09 · Chain of custody for student media

    Design the workflow that preserves provenance from shoot to publish in a program where equipment is shared, students graduate, and files live in four places. Then prove it by running a real story through it.

  • PROV-10 · Newsroom AI standards

    Draft the AI standards document your own newsroom would actually vote to adopt — including the part everyone skips, which is what happens when someone breaks it.

  • PROV-11 · When detection is not enough

    Argue the case that process controls — sourcing, custody, credentials, verification practice — should be a newsroom's primary defense, and detector scores at most a secondary input. Then argue the strongest case against your own position and say what would change your mind.

  • PROV-12 · Public correction

    Your publication ran something with a synthetic or AI-assisted element it should not have, or described one wrongly. Write and design the correction. What does a reader need to see, where, and how quickly — and what does the newsroom owe the person who was wronged?

Six-dimension rubric

  • R1Is one package, one publication surface, and one specific claim about origin named?
  • R2Could another student re-verify the chain from the write-up alone?
  • R3What can a reader check without your tooling — and does the provenance work add to that?
  • R4Is every point where the chain broke recorded, with the operation that broke it named?
  • R5Would a reader notice the disclosure, and understand it, without being told to look?
  • R6Who is harmed by a wrong attribution, and what did the student refuse to make or claim?

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