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Marimo labs / Year 12 / Governance

Year 12 · Browser CPU

Make the case. Show the evidence.

Full classroom lesson →
Open full-screen notebook ↗Download Python notebook ↓H100 bundle ↓H100 instructionsTeacher pack & paper activities ↗

The first load downloads the Python runtime and can take a moment. Once the notebook appears, its controls recompute the results. If your school blocks the runtime download, use the Python notebook with your teacher.

Opening the notebook page…

First use downloads Python and its libraries. A fresh session measured about 20–22 seconds and 14–17 MB during the initial audit; school networks vary. This hosted notebook computes on the browser CPU.

Download your evidence inside the notebook before leaving. The hosted copy uses your browser CPU; the optional H100 experiment runs only after you open the downloaded notebook on a GPU host and submit a run.