Laboratory, Notebooks & Workbooks
The Laboratory webapp
Every chapter of the book ends with a Capital Systems Laboratory section specifying a module: purpose, inputs, outputs, model assumptions, numerical method, suggested experiments, and validation checks. The laboratory implements those sections one-for-one, with the book’s seeds (2026CCNN), so the numbers agree by construction.
Per-chapter downloads
All three companions run the same Python engine — identical seeds, identical numbers. Notebooks are rendered with their charts; workbooks carry live formulas beside engine values; slides are ready-to-teach PowerPoint decks.
| Chapter | Module | Notebook | Workbook | Slides |
|---|---|---|---|---|
| 1 | The Miniature Capital System | html | xlsx | pptx |
| 2 | The Aggregation Problem | html | xlsx | pptx |
| 3 | Representation & Projections | html | xlsx | pptx |
| 4 | Evolution vs Transformation | html | xlsx | pptx |
| 5 | The Network Explorer | html | xlsx | pptx |
| 6 | The Program Composer | html | xlsx | pptx |
| 7 | The Geometer | html | xlsx | pptx |
| 8 | The Valuation Bench | html | xlsx | pptx |
| 9 | The Separation Bench | html | xlsx | pptx |
| 10 | The Awareness Bench | html | xlsx | pptx |
| 11 | The Foundry | html | xlsx | pptx |
| 12 | The Observatory | html | xlsx | pptx |
| 13 | The Fire Bench | html | xlsx | pptx |
| 14 | The Designer’s Desk | html | xlsx | pptx |
| 15 | The Supply Desk | html | xlsx | pptx |
| 16 | The Cartographer’s Commons | html | xlsx | pptx |
Reproducibility
Seeds follow the book convention 2026CCNN and are printed in every output. Each chapter’s engine carries a validation_checks() function returning a flat ALL_PASS; the laboratory’s validation endpoint (/api/chNN/validation) re-runs each chapter’s checks on demand. Every notebook ends by asserting ALL_PASS, so a rendered notebook is itself a proof that its numbers match the book.