prompt-atlas-ecl

Thematic Index — The Prompt Atlas

A cross-cutting index of recurring themes. Each row points to chapters, glossary terms, and (where relevant) repo components that already implement related machinery.

Ethics & Safety

Where What
Ch. 1 Integrity as non-negotiable metric for ROI
Ch. 2 Rights of nature; planetary taxation
Ch. 5 “Ethics of discovery” — should an AI withhold incomprehensible truths?
Ch. 6 Ethical grammar for designing life
Ch. 7 The mirror as surveillance vs. healing
Ch. 8 Personhood without biology; ethics of doubt
Ch. 9 Algorithmic sovereignty and just rationing
Glossary Human-in-the-loop

Memory & Continuity

Where What
Ch. 4 Stories as continuity
Ch. 6 The biology of memory (epigenetic, neural, ecological)
Ch. 10 Memory guardianship
Ch. 12 Self-healing archives, adaptive constitutions
Repo: CoLearningMemoryStore Persistent vector memory for agents

Governance & Politics

Where What
Ch. 9 Martian charters; alien treaties
Ch. 12 Living constitutions
App. C The Martian Charter case study

Resilience & Collapse

Where What
Ch. 1 Antifragile enterprises
Ch. 11 Collapse → renewal cycle
App. B Quarterly Scenario Game

Aesthetics, Story, Play

Where What
Ch. 3 Planetary, interspecies aesthetics
Ch. 4 Mythography & synthetic myth risks
Ch. 13 Trickster AI, Festival of Echoes
Ch. 14 Awe as infrastructure

Science & Discovery

Where What
Ch. 5 Quantum-relativistic synthesis
Ch. 6 Synthetic biology, post-biological life
Repo: src/losses_geom.py Geometry losses (Sinkhorn-Wasserstein, MMD, KL) — concrete instances of “AI as cartographer of latent spaces”
Repo: src/testers/z3_tester.py Formal verification with Z3 (with Python fallback) — discipline of proof under uncertainty

Economy & Ecology

Where What
Ch. 1 Symbiotic wealth, century dividends
Ch. 2 Ocean Ledger, river-as-shareholder
Ch. 10 Wormhole Ledger, entropy markets

Psyche & Consciousness

Where What
Ch. 7 AI as mirror, archetypes at scale
Ch. 8 Hard problem; ethics of uncertainty
App. B 30-Day Mirror Practice

Repo Concepts ⇄ Atlas Themes

Repo Concept Atlas Resonance
MACP bus Multi-agent coordination → “AI Senate” / hybrid republics (Ch. 9)
CoLearningMemoryStore Memory guardianship (Ch. 10, Ch. 12)
losses_geom.py Sinkhorn / MMD / KL as geometric distances → “lattice of partial bridges” between models (Ch. 5)
Z3 Tester Formal verification → safety surface for Ch. 8 ethics-under-uncertainty
MLflow tracker (PAE_TRACKING=1) Discipline of recorded learning → continuity across runs (Ch. 12)
core_bridge.py (PAE_MEMORY=1) Optional persistent memory bridge → human-in-the-loop control surface