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Case 04 — The image workup

Running a reverse image search and an automated detector on the same image, and taking their disagreement seriously

15 March 2027

Bring a laptop. This is the first fully hands-on session, and the tooling matters — you can’t reason your way to a verdict about pixel-level artefacts you haven’t actually looked at.

Before the session

Nothing to prepare. Everything you need is provided in the session, on purpose: this is where “I would have checked that” turns into actually checking it.

In the session

Working through a set of five images — some real, some synthetic, some real photos recirculated with false context — you’ll run a reverse search and a detector on each and log where they agree, where they don’t, and which one you’d trust more for that particular kind of forgery.

Afterwards

Keep your log. Assignment 2, due in week 7, asks you to combine methods across weeks 3 to 7 on a mixed-media case, and today’s disagreement-tracking habit is exactly the discipline that assignment rewards.

The spec

What you bring to the session. Written so a reader can tell whether it has been met without asking you.

Teaching team