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Generative AI · podcast & video

Knowledge podcasts

You give it a topic, you get a researched podcast episode — and by now an explainer video to go with it. It started with episodes for kids; a second system for adults grew out of that: background episodes on heat pumps, legislation or inflation. Every statement is checked against sources before a voice speaks it.

For
Kids (6–12) & adults
Per episode
~10 min podcast + ~4 min video
Checked
56–98 statements per episode
Status
Prototype, in trial
For adults

Background episodes that explain instead of oversimplifying

A topic, optionally with my own links or PDFs. Out comes a research dossier, a script for one or two voices, a podcast episode and a 16:9 video with subtitles. The clip is a 38-second excerpt from the heat pump episode.

“Heat pump: how does it work?” — comic look, German audio.

Three looks, same pipeline

The look is chosen per episode; the vertical version for phones is rendered alongside. Illustrations come from an image model; numbers, charts and lists are drawn by the pipeline so they stay exactly right — with the source in small print.

Editorial: “How a law is made”
Isometric: EU deforestation regulation
Same episode in 9:16
Comic look: “Heat pump — how does it work?”
Comic look: inside the outdoor unit
Comic look: COP vs. seasonal performance factor
Editorial look: “Passed — but already in force?”
Editorial look: bills vs. promulgated laws, with source
Editorial look: signing and promulgation
Isometric look: “Where does the cocoa come from?” (EUDR)
Isometric look: origin data along the supply chain
For kids

Two voices, one asks the questions

The kids' episodes are dialogues: one voice explains, the other asks what kids would ask. The video has clay-style pictures, a thermometer, maps and a quiz at the end. The clip shows the first 37 seconds of “Fire mountains” (volcanoes).

“Fire mountains: the mysterious power of volcanoes” — German audio.
“Hot rock under our feet”
The magma chamber, in clay
Magma rises through the vent — labels drawn by the pipeline
Runny vs. sticky lava
Tectonic plates as a clay globe
Quiz at the end of the episode
Results

Six real runs

From the October 2026 test series. No statement was rated wrong; “minor” means a phrasing that should be more precise — those I resolve before approval.

EpisodeSourcesStatements checkedMinorPodcastVideo
Heat pump (comic)456319:304:00
How a law is made448319:403:50
Inflation5198513:203:50
Battery storage4395213:403:50
EU deforestation regulation3668411:304:00
Volcanoes (kids)4756011:4011:40
What mattered to me

Trustworthy first, pretty second

Sourced, not made up

Every statement in the script is checked against the collected sources. Anything that doesn't hold up gets rewritten before a voice speaks it.

Understandable

A second check looks for technical terms that aren't explained — especially important for the kids' episodes.

Approval before production

Before audio and video are produced, I read the script in the editorial studio and approve it — or send it back.

Costs in view

Every AI call is logged with its price. A complete episode — research, podcast, video — currently costs about $2.50–4.50.

Selectable looks

Comic, editorial, isometric or clay — chosen per episode. Diagrams and charts are drawn by the pipeline itself, not by the image model.

One script, two formats

Podcast and video come from the same script. Slides and subtitles follow the spoken word; the video also exists in 9:16 for phones.

Architecture

Roughly how it works

01

Topic

A question — optionally with my own links or PDFs.

02

Research

Collect sources, extract and verify facts.

03

Script & check

Solo or duo script, fact check, comprehensibility.

04

Approval

I read it in the studio and approve it.

05

Podcast + video

Voices, images, slides — one episode, two formats.

Under the hood: TypeScript with Mastra workflows, language models from OpenAI, voices from ElevenLabs, image and video models via Replicate, PostgreSQL and a job queue. The editorial studio is a Next.js app.

FAQ

Frequently asked questions

What comes out of a topic?

A research dossier with sources, a script for one or two voices, a podcast episode (about 10–14 minutes) and an explainer video with subtitles in 16:9 and 9:16.

How do you keep the AI from making up facts?

Every statement in the script is checked against the collected sources. In the test series that was 56 to 98 statements per episode; none was rated wrong. Before production I read the script and approve it.

Which AI models are used?

Language models from OpenAI for research, script and checks, ElevenLabs for the voices, and image and video models via Replicate. Charts and numbers are drawn by the pipeline itself.

What does an episode cost?

A complete episode with research, podcast and video currently costs about $2.50–4.50 in AI costs. Every call is logged with its price.