The Vault

Morality

Naturalistic moral framework grounded in agency and performative contradiction.

• Morality Framework — the core argument
• Scope Confusion — why most political disagreements are scope errors
• Deontology vs. Consequentialism — the false dichotomy
• Performative Grounding — 2,400-year lineage

Epistemology

How we know what we know. Structural realism and the limits of knowledge.

• The Weighting Problem — objective measurements ≠ objective composites
• Relational Objectivity — four-category ontology of facts
• The Birthmark — epistemic imperfection as feature, not bug

Legal Theory

Libertarian law, natural rights, and the boundaries of justified force.

• Legal Theory Overview
• Defensive Force & Collateral Damage
• Self-Ownership & Property Rights
• Registration & Scope Creep

Metaphysics & Governance

Civilizational patterns, opposing forces, and the limits of systems.

• Measurement, Causality & Free Will
• Civilizational Cycles
• Opposing Forces
• The Gödel Governance Problem
• The Technology-Governance Gap
• Newcomb's Paradox

Logic & Mathematics

Structural realism: formalisms as maps, not territory.

• Logic & Math Overview
• A History of Logic — 2,400 years of evolution
• Emergence & Convergence — the metaphysical foundation

History of Philosophy (Peikoff)

Lecture-by-lecture analysis of Peikoff's 50-part survey, Thales to Kant.

• Series Index — 15 episodes analyzed so far

Core Theory

Value, trade, profit, and how they connect to AI and policy.

• Value and Profit
• Risk and Entrepreneurship
• Insurance
• Business Cycles
• Inflation
• Equation of Exchange
• Market Efficiency & Human Limits
• Externalities: Fact-Check
• Taxation & Unrealized Gains

Applied & Education

Real-world data and empirical tests of the framework.

• US Spending Per Student
• K-12 Instruction vs. Administration
• Praxis: Agent Teams vs. Theory
• Evolutionary Capitalist — critique series

Models & Architecture

LLM capabilities, collaboration models, and the grounding problem.

• The Cyborg Model — human/AI collaboration
• The LLM Grounding Problem
• Planner-LM Composites — the LM as language-center, not executive
• Energy-Based Models — the middle layer of the composite stack
• Transpilation as Grounding — fix a weak language with a deterministic transpiler
• H-Neurons — the neural basis of hallucination
• Level 6 — Direct Execution
• Computation & Information Theory

Cross-Game Theory

Abstract frameworks that apply across games, markets, and AI.

• MIRR — 4X as Capital Allocation — the central 4X thesis
• BattleValue — universal combat comparison
• Capability Without Leverage — face efficiency is a trap
• Randomness as Termination (N≥3)
• The Dominance-Frontier Lens — games + markets
• Bilateral Trade Valuation
• All game theory →

Game-Specific & AI Play

Applied theory for Monopoly, MoO, Master of Magic, Catan, and LLM agents.

• NA1 — A Game-Design Crucible — the RE repo's in-vault theses
• Master of Magic — BV + MIRR, balance through imbalance
• Monopoly: Frontier Trade Theory
• MOO1: Optimal Strategy
• Catan — 47k Games Empirical
• LLM Agents Across Strategic Games

Debate Analysis

Extracting signal from spectacle — argument structures, key moves, vault connections.

• Is God the Precondition for Knowledge?
• Wilson vs Objectivism: Stance Dependence
• Gauge Theory Applied to Economics
• The End of the End of History
• Transhumanism vs Christianity
• The Sheriff Problem
• All debates →

Music & DJ

Programmatic mixing, harmonic analysis, and transition techniques.

• Programmatic DJ Mixing Tools
• DJ EQ Blending Technique
• Kashrut & the Food-Safety Hypothesis
• Demolition Man Analysis

Active

• Game Annotation (NA1) — Nobunaga's Ambition bytecode-VM decompiler
• CyborgDJ — programmatic DJ mixing engine
• Camelot From YouTube — music analysis tool
• Monopoly — Markov-chain AI trading engine
• Slay — hex strategy game with AI
• Slay-C — C port for deep search
• YouTube Migration — episode scripts, animation studio
• pygone — a 4 KB chess engine torn down

Planning

• DJ Set 1 — 11-track progressive/trance mix
• BattleTech Simulator — Monte Carlo combat sim
• MOO1 Opening Optimizer — colony ship timing
• Set Mastering — automated mix execution
• New Cycle — philosophy-as-fiction
• OOP Neurons — neurons as objects on the GPU

Complete & Reference

• Batch Resize — CLI image batch resizer
• Order Playlist — harmonic playlist optimizer
• PyTorch Learning — fundamentals tutorial
• PyTorch Audio — spectrograms, MFCC
• Triangular Arbitrage — currency/crypto arb

Method — Good Procedure

How to run hard, agent-driven projects without drifting.

• Method Overview — a library of living playbooks
• The Anchor Method — the gate that proves grounding (born from NA1)
• Specimen & Thesis — the two-altitude ledger
• Author Web, Derive Hierarchy

Career

AI/career lessons — roles, strategy, and what works.

• Career Overview
• The Role Landscape — AI Engineer vs ML Engineer
• Career Strategy — the job search IS the portfolio