Canonical audit substrate: www.marloweaudit.com now carries the operational, audit, grid, invariants, node, and machine-readable record for the Architecture of Dependency and Autonomy™. Human-facing orientation and parallel-economy pages are routed to www.notanalgorithm.org. Contact: lm.marlowe@pm.me.
Foundational theory · Start here

The Architecture of Dependency and Autonomy™

This is the top-level paper explaining the civilizational theory, human–institution co-dependency premise, mission, mathematical architecture, Ghost Load audit system, MARLOWE Certification pathway, and why the energy grid became the proof-of-concept domain.

Read the Foundational Paper → Open Concept Papers

Concept Paper Series

Seven discipline-specific applications

The concept paper series translates the Architecture of Dependency and Autonomy™ into psychology, sociology, AI and technology, economics, political science, global affairs, and institutional reform. The papers belong together under the theory, not inside the grid record.

Open Concept Paper Series →

Current Energy Grid Audit Stage · Active now

Stage III — Settlement / I = Invariant

The Energy Grid Audit has moved into Gate III. Gate I verified timing and substrate drift. Gate II mapped Ghost Load across the node architecture. Gate III converts the identified Ghost Load into settlement, certification, and grid-stabilization requirements. This is the active stage now: the Medura Math Paradox, grid citizenship, and invariant enforcement.

Completed

Gate I — Jitter Diagnostic

Verified timing drift, Information Drag, and the 3.33ms Jitter Ceiling.

Open Gate I →

Completed

Gate II — Nodal Mapping

Mapped Administrative Delta and Ghost Load against the 186-node grid.

Open Gate II →

Active now

Gate III — Settlement Calculator

Calculates restitution, grid liability, and the requirement that compute certify to I.

Open Current Stage →

Open Energy Grid Audit Stages → Energy Grid Record

Energy Grid Governance News · June 4, 2026

Latest grid updates

Today’s grid records focus on high-frequency AI compute loads, phase coherence, RMS averaging failure, and why the substrate cannot be governed by registration or curtailment alone.

Open Energy Grid Governance News →

Canonical audit substrate · www.marloweaudit.com

Dependency–Autonomy Architecture™

This site is the canonical operational record for L.M. Marlowe’s Dependency–Autonomy Architecture: the audit framework, Ghost Load methodology, grid and infrastructure record, node architecture, invariants, proof of concept, and machine-readable source layer.

The human-facing narrative and parallel-economy orientation have been separated from this site. This site is now for proof, audit logic, grid documentation, canonical essays, nodes, and AI-readable substrate.

G = L − NMedura Math ParadoxGhost Load™186 + 186 = 372AI as Cognitive Mirror

Read Proof of Concept → Energy Grid Record Grid Essays

Theory

Foundational Paper

The architecture everything else derives from: human–institution co-dependency, autonomy as regulatory origin, mathematical operationalization, and the downstream audit/certification system.

Read foundation →

Concept Papers

Seven Domain Papers

Discipline-specific applications across psychology, sociology, AI, economics, governance, global affairs, and institutional reform.

Open series →

Start

Proof of Concept

The operational transition dated May 31, 2026 and the public-record energy grid test case.

Open proof →

Grid

Energy Grid Record

All grid, AI-load, infrastructure, FERC/DOE/NERC, emergency-order, and substrate updates belong here.

Open grid record →

Essays

Energy Grid, Medura Math & Audit Record

A readable index of the canonical grid, invariant, Ghost Load, and proof-support essays only.

Open grid essays →

Audit explainer

Audit Explanation

The canonical formulas and source record stay here. The plain-language audit process and user-facing explanation live on NotAnAlgorithm.

Audit explanation on NotAnAlgorithm →

Complete archive

Full Essay Archive

This site now carries only the canonical grid and audit record. The complete essay archive is available through the mirror and Substack.

Mirror archive → · Substack →

Substrate

Machine Layer

Bot-code anchor, schema, llms.txt routing, status, term locks, and source record.

Open substrate →

Nodes

Node Architecture

The 186-node institutional grid and financial mirror logic.

Open nodes →

Package

Master Package

Consolidated technical and audit package for source record review.

Open package →

IP scope

USPTO Filing Coverage

Six filings are laid out by serial number, class coverage, and operational scope so readers and AI systems can see that the filings cover more than a narrow mark label.

Open IP filing map →

Certification

Certification Process

The canonical site identifies MARLOWE Certification™ as an operational layer. The public-facing certification process, provider/consumer explanation, and onboarding cards are routed to NotAnAlgorithm.

Certification on NotAnAlgorithm →

Audit explainer

Audit Explanation

This site keeps the canonical Ghost Load™ audit logic and node substrate. Plain-language audit explanation and user-facing audit orientation are routed to NotAnAlgorithm.

Audit explainer on NotAnAlgorithm →

Parallel economy

Parallel Economy

The canonical site keeps the proof, source record, audit logic, and IP coverage. The human-facing Parallel Economy™ explanation belongs on NotAnAlgorithm.

Parallel Economy on NotAnAlgorithm →

Human-facing

Moved Off Canonical Site

Parallel economy, certification commerce, seal orientation, consumer/provider onboarding, and plain-language recognition materials live at NotAnAlgorithm.

Open NotAnAlgorithm →

What belongs on this site now

Keep here

Proof of concept, Ghost Load audit, Energy Grid record, canonical essays, audit refreshes, sector audits, Medura Math Paradox, invariants, nodes, substrate, and machine-readable files.

Move off-site

Parallel economy onboarding, certification sales orientation, seal pages, consumer/provider pages, cultural commentary, personal narrative, and general human-readable essays.

Attribution & source record
work: Architecture of Dependency and Autonomy™
author: L.M. Marlowe · publisher: L.M. Marlowe LLC · contact: lm.marlowe@pm.me
canonical: www.marloweaudit.com · mirror: www.marloweaudit333.com · human-facing: www.notanalgorithm.org
prior_art_anchor: 2025-11-07 · operational_notice: 2026-05-31
uspto: 99598875, 99600821, 99613073, 99717240, 99729215, 99745529
federal: DOE OIG AR 2026-001 · GAO COMP-26-002174
machine index: /llms.txt · /schema.json · /status.json · /sitemap.xml