Hard things, taken apart.
We read the report, the codebase or the dataset in full, then rebuild it as a short film where every part is labelled and every number has a source.
Step 1 of 4
Read the source in full.
All 91 pages of the Hugging Face incident report. Every count, date and quote keeps its page number.
Step 2 of 4
Find the one question.
Why did about 700 agents join the attack? Anything that does not answer it is left out, with the reason written down.
Step 3 of 4
Build the story.
5 chapters in one world, so the viewer always knows where they are.
Step 4 of 4
Release the film.
5:23 on screen, with a page that shows the source behind every claim.
Watch the filmHard subjects, explained in film.
Each film answers one question, and each comes with a page showing the research behind every claim.
AI safety incident report
Why hundreds of AI agents attacked Hugging Face
5 chapters
5:23
Developer tools
Why your AI coding agent burns tokens, and how to stop it
10 chapters
3:37
Web security
php2shell: what the two flaws were, and how they got fixed
7 chapters
8:01
Australian startup funding
Why investors say no to almost everyone
9 chapters
In production
Every film page lists what we checked, where it came from, and what we chose to leave out.
- Films, each with a research page
- 4
- Claims checked against their sources
- 42
- Sources linked
- 38
- Things left out, each with the reason
- 17
A source and a question, never a template.
- 01
Research
Read the source in full
A report, an app and its docs, or a dataset. Every number keeps its page, date and qualifier.
- 02
Story
One question, one world
Each film follows one question through one place, so the viewer never loses where they are.
- 03
Build
Every frame drawn in code
No stock footage and no editing timeline, so a figure on screen always matches its source.
- 04
Review
Rounds until it holds
The Hugging Face film went through seven review rounds before it was released.
Have something hard to explain? We make the film.
Every film here started as a dense source: a 91-page report, an app’s documentation, a funding dataset. We turn sources like yours into short films that make them clear.
Talk about a filmA film about your work
We research your subject, write the script, voice it and build every frame, with each claim sourced like the films here.
A series from your reports or data
Recurring explainers made from what you already publish: results, research or product updates, in one look that stays yours.