Part I — Prosperity and Purpose · Expansion
Diagram: diagrams/part-i-prosperity.md
Chapters: Ch. 1 · Profits with Integrity, Ch. 2 · Economics as Ecology
Why this Part exists
Part I asks the question that gates everything else: what kind of wealth do we want AI to produce? If profit remains a single number on a quarterly report, AI will optimize the world into something brittle. The two chapters argue for symbiotic wealth (Ch. 1) and economics as ecology (Ch. 2) — a re-framing that makes integrity a non-negotiable input, not a moral footnote.
Through-lines
- From extraction to regeneration — both chapters reject the “growth is enough” thesis and ask AI to optimize for regeneration rates, not just extraction rates.
- From quarter to century — century dividends (Ch. 1) and living constitutions (Ch. 12, foreshadowed) reframe time horizons.
- From human-only to multispecies stakeholders — rivers, forests, oceans become parties to the contract (Ch. 2’s Ocean Ledger, river-as-shareholder).
How this Part connects to the repo
| Atlas concept |
Repo touch-point |
| AI auditor for integrity (Ch. 1) |
Z3 Tester — formal checks with Python fallback |
| Multi-stakeholder coordination (Ch. 2) |
MACP bus — agent coordination with NATS or in-memory fallback |
| Tracking long horizons |
MLflow tracker (PAE_TRACKING=1) |
Reading order
- Sit with the chapter prose first.
- Open the per-chapter expansions for templates and exercises:
- Pull the prompts as YAML from
prompts/ch01.yaml and prompts/ch02.yaml.
Guide for AI & Humanity (Part-level)
- Human-in-the-loop — Any AI assigned to the role of “integrity auditor” or “ecological mediator” must surface its judgments to a human ratifier. Audit trails are non-optional.
- Beware proxy metrics — Optimizing a single composite “regeneration index” can be gamed in the same ways GDP was. Carry several measures (carbon, biodiversity, equity) without collapsing them prematurely.
- Don’t outsource conscience — AI can model, monitor, and warn. It cannot decide what deserves to flourish.