DE

Workshop Series Finished

ANCIENT MARKETING

How much story can an artist take?

2:28 English Entirely AI-generated.

From the workshop

from the first sentence to the rough cut
≈ 2 h
takes, each one continuous clip
14
reshoots
0
my time: 2:12 h measured on my turn, plus 50% for viewing
3:18 h
actual AI cost: images, video, sound and share of the Claude subscription
≈ €18
the same Claude tokens at API list price
≈ €42

What it cost

Images and video (Higgsfield) 385 credits for 24 images and 16 clips ≈ €16
Discarded voice track (ElevenLabs) about 7,000 credits, 128 takes ≈ €1
Claude Code as directing assistant share of the Max subscription; 144 m tokens, 282 model calls ≈ €1
Title music (Suno) own Suno subscription, no per-track price included
Total≈ €18

The idea

What if the great figures of history had already had someone sitting next to them, talking about personal brand, legend and signature move?

Arles, December 1888. Vincent has painted hundreds of pictures and sold next to none. His manager, Maurice Bréval, has a strategy, a notebook and, in the end, one single question. You can guess which.

Mockumentary, deadpan. Nobody laughs. Everyone means it.

The voice track that didn’t make the cut

The plan was clean: sound first, then picture. All 32 lines of dialogue were produced with synthetic voices, four takes each, edited and leveled. Then I threw the track out.

The voices now come straight from the image. The video model generates face, lips and voice in one pass. That gives the script a new rule: as much as possible has to happen in a single take. Dialogue, gestures and camera moves run in the same clip, fifteen seconds at most.

The music is a short piece for the title and the closer, composed with Suno. The chord lands on the cut.

One room, three zones

What I brought over from THE AGENCY: room first, then image. The Yellow House in Arles exists here exactly once, as a 3D model with three zones: table, window, armchair. Every interior scene plays in it.

Studio in the Yellow House: the manager sits at the wooden table with a notebook, Vincent across from him, two sunflower paintings on the wall.
Drag: on the left the blocking (red the manager, yellow Vincent), on the right the start frame for the clip.

Five mistakes, fixed in the edit

A swallowed “Vincent.” Two sentences cut off at the end of a clip. A look into the camera that wasn’t supposed to be one. And a painted candle in the background that suddenly started to flicker.

I regenerated none of it. The rule: if a take misses the text, I check the edit first and adapt the script to the take. A reshoot happens only if the edit can’t carry the punchline. This time it carried every one. The candle now stands still, frozen as long as the camera rests.

What it cost

385 credits for 24 images and 16 clips, about €16. The discarded voice track cost a little over one euro. The directing assistant ran on my Claude subscription: 282 model calls, 144 million tokens, about one euro as a share. Billed through the API, it would have been about €42. I was on my turn for a little over two hours, a little over three with viewing time.

What I take away

THE AGENCY took two days. This episode took about two hours. The machines were the same. What was new was the method and the experience.

What occupied me most was a question from twenty years of radio: When does a pause carry? The machine delivers takes. Timing remains a craft.

What this means for an organization

Strategy. The machines were the same as for THE AGENCY. My time fell from eight and a half hours for episode and making-of to just over three, the cost from about €100 to about €18. What made the difference was what I had learned. Any organization can buy tools, tomorrow if it likes. A method has to be earned, and that is where the lead lies.

Role. Someone has to draw rules from one case and carry them into the next. First the room, then the image: that came from THE AGENCY. Here it applied from the start.

Process. Two rules shaped this episode. A finished soundtrack was allowed to go, even though work had gone into it. And errors are solved in the edit first, regenerated only after that. Five errors, zero reshoots. A process has to allow both explicitly, or everyone defends what they have already built.

What stays human. Timing. When does a pause carry? The machine delivers takes. Whether a joke lands, only someone who knows jokes can hear.

Division of labor

Who did what?

Human

  • Idea and direction, sign-off on the script
  • The decision to throw out the finished voice track
  • Sign-off on every start frame
  • Editing fixes instead of reshoots
  • The title music, composed with Suno
  • The timing of the pauses

Machine

  • Script draft, floor plan and shot list (Claude as directing assistant)
  • 3D blocking of one room with three zones
  • 24 images for characters, sets, start frames and a Van Gogh–style closer
  • 16 clips, 15 of them with voice and sound straight from the image
  • Checking, editing, lower thirds and subtitles by script

Tools

  • Claude Code (Opus)
  • Higgsfield
  • GPT Image 2.5
  • Nano Banana
  • Kling 3.0 pro
  • Blender
  • Suno
  • ElevenLabs (discarded)
  • Whisper
  • ffmpeg

Notes

Entirely AI-generated.
Characters loosely based on historical figures; Maurice Bréval is fictional. Idea, direction and sign-off: Stefan Margenfeld. Higgsfield at list price (1,000 credits = US$49). Claude Code as a share of the Max subscription (US$200 a month), calibrated on the measured weekly quota; comparison value at Claude Opus 5.5 API list price. Rate €0.86 per US dollar. My time: measured time on my turn plus 50% for viewing.

How I measure →

Keep thinking · From the journal

What future do we want to build together?

Let’s talk. Next workshop notes: Kroll. We get it done.