Chapter 1 — Scaffold Misuse
One-screen illustration of the boundary error from
Research toys
Experimental mini apps that illustrate manuscript ideas. They are not part of the PDF and are not validation of frontier systems — sanity-check toys for intuition.
Integrated (recommended): ./serve-site.sh — serves the site and copies demos into /chapter-demos/. Backend demos (UAD board, scaffold-misuse LLM API) proxy to local Python automatically when dependencies and keys are present.
Demos only: ./serve-demos.sh or cd demos && python3 serve.py — static demos at port 8765; Python backend demos on their own port.
One-screen illustration of the boundary error from
A static, precomputed replay of `lab-simulation` episodes: scrub through time and switch what plane you're looking through. No live config, no server — JSON under `data/` is fixed export output.
Interactive demo for composite group-agent discovery. Each browser tab is one player.
Toy model: map ecological/social environment parameters to culturally salient
Deterministic synthetic experiment for the learnability/identifiability split in
Deterministic synthetic experiment for the "Percolation and Inferential Coupling"
| Chapter | Demo | Kind | Launch |
|---|---|---|---|
| ch01 | Chapter 1 — Scaffold Misuse | hybrid-backend | Open |
| ch07 | Chapter 7 — Lab-sim plane replay | static-typescript | Open |
| ch09 | Chapter 9 — UAD coalition board | python-backend | Open |
| ch16 | Value Bundle Simulator | static-typescript | Open |
| ch17 | Chapter 17 — LHV Learnability | static-typescript | Open |
| ch35 | Chapter 35 — Multi-Agent κ-Edge Percolation | static-typescript | Open |