T09-L05 · Create media · Level 5 Operator · 18-minute read, plus 4 hours of doing

A journalist, a lecturer and a question nobody can answer

A year ago the institute's communications office started using AI for media. The seminar videos get captions from the pipeline in T09-L03 · Build a Caption Pipeline Your Team Can Rerun Every Week. Press releases get AI illustrations. Since spring the public lecture series has German versions, dubbed with each lecturer's own cloned voice: an AI copy of the voice, made from recordings, that can speak text the person never said. Everyone likes the results. About 300 items are online.

On Monday a science journalist writes: the image in last week's press release, showing organoids under a microscope, is that a real microscopy image? It isn't. It was generated, and it carries no label. The head of communications asks you how many other images like it are online. You don't know. On Wednesday a lecturer who has moved to another university asks that her cloned voice no longer be used. Her voice is in 14 lectures. Which ones, and who can take them down?

In a company it's the software firm whose how-to videos are now dubbed into five languages with the voice of a support colleague. She leaves in December. A product teaser turns out to use a voice model whose licence forbids commercial use.

You are at Level 5 Operator. You run AI media for everyone who publishes through you, over months and years. When it breaks, the damage is public, and it has to work when you're on holiday. This book gives you a register, label rules, a monthly check, a takedown route and a deputy.

After this you can

  • Keep one register of every AI-made or AI-changed asset you publish, with its tool, inputs, rights, consent, label and approver.
  • Set label rules that meet the EU AI Act's disclosure duty, and check every month that labels and Content Credentials survive on your channels.
  • Handle the three common incidents (an unlabelled asset, a withdrawn voice consent, a licence that doesn't allow your use) with a tested takedown route.
  • Hand the operation to a deputy who can answer an auditor's question about any asset in five minutes, without you.

Before you start