Let actions explain.
Ada closes an answer, removes tokens from both sides of a balance and checks her own solution. Warm paper, slight color misregistration, slab lettering and held poses shape the picture.
MID-CENTURY CARTOON · A LITTLE FILM ABOUT LEARNING
Does AI help you learn—or just finish?
Follow Ada from a finished assignment to an independent attempt. Seven chapters explore the evidence, useful guidance and what remains after the answer is put away.
Choose a chapter to jump into the film. EN / 中文 changes the page text; narration and optional subtitles remain in English.
02 / MAKE IT YOURS
Another subject.
The same warm ink.
Start with this cartoon style and give the characters, scenes and explanation a story of your own. Bring a topic, audience and running time; create the film in an independent project.
Open this repository in your coding Agent and describe your film. / 在 Agent 中打开仓库，描述你想制作的影片。
Use the midcentury-cartoon style to make a film about [subject]. Handle project setup, production and review, then deliver the MP4 and editable project. / 请用 midcentury-cartoon 风格制作关于[主题]的视频，自动完成项目创建、制作与检查，交付 MP4 和可编辑工程。
TRY THIS IN CODEX
Make a three-minute Mid-century Cartoon film explaining how solar panels work to a general audience. Use English narration and deliver a 1080p video. Let people demonstrate cause and effect through concrete actions. Preserve warm paper, printed color, ink outlines and limited animation. Read the project guides, work in the independent project, and inspect and refine the facts, pictures, motion and sound before delivery.
Replace the topic, audience, language and duration with your own. This is a starter package: characters, scenes and the renderer still need to be authored.
How do I open this showcase locally?
Start the catalog server from the repository root, then open the address below. Use this server so the page can read the film and frame-study assets.
python3 scripts/serve_styles.py --port 8249This showcase reads the retained local production. A fresh clone includes the page source and style package; films and review assets must be supplied separately.
03 / INSIDE THE STUDIO
A paper world.
People with a purpose.
Research, demonstration and practice follow one thread: understand a step, try it independently, then test it on a different problem.
One shared timeline.
65 shots and 64 Chatterbox recordings follow one timeline. English captions, an original synthesized score and action sounds move with the explanation.
Keep the evidence precise.
Assisted scores, unaided tests, delayed retention and transfer are treated separately. Ada is a teaching character; the practical routine is an illustration informed by research.
04 / THE RESEARCH BEHIND THE FILM
Read beyond the result.
Start with the original studies and distinguish their results from the film’s teaching examples. These sources support the narration; the full claims and limits remain in the source record.
- Loading research sources…
05 / REFERENCE & REVIEW
A closer look,
one frame at a time.
LemoLab’s Meet Pip appears on the left, this film on the right. Frames are paired by shot function and progress to examine drawing and motion; the comparison does not assign an artistic similarity score.
Open the frame comparison
Review coverage & retained records
The Offset Frames revision compares all 15,012 frames before and after the change, with manual review of 65 shots and selected native-resolution details. The original consecutive thumbnail review is retained separately; it is not claimed as manual review of every revised frame. The new export passes decode and playback checks, with the original voice and score preserved packet for packet. See the QA record for the full scope.