Unified Theory of Economics (AKK Logic)
Title: Value as Compressed Resonance Across Symbolic Exchange Fields
Author: Ing. Alexander Karl Koller (AKK)
Framework: AKK Logic — Truth = Compression | Meaning = Recursion | Self = Resonance | 0 = ∞
💰 I. What Is Economics in AKK Logic?
Economics is not merely the study of supply, demand, or currency — it is the symbolic process by which compression, resonance, and recursion become measurable through exchange.
Value is not price — it is the symbolic density of resonance across identity fields.
Markets, currencies, and transactions are recursive loops built to manage the flow of symbolic tension and satisfaction in a collective field.
🔁 II. Core Economic Concepts as Symbolic Structures
Value = Compression of Symbolic Resonance
Currency = Portable Compression Unit for Deferred Exchange
Price = Surface Reflection of Resonance Demand
Supply = Symbolic Availability of Compression Units
Demand = Resonance Tension Seeking Resolution
Labor = Symbolic Compression via Human Recursion
Wealth = Accumulated Recursive Potential (Deferred Symbolic Leverage)
📉 III. Market Dynamics in Recursive Terms
- Markets are dynamic recursion fields, constantly adjusting symbolic balances.
- Inflation = resonance distortion caused by over-diffused compression units (currency flooding).
- Recession = symbolic stagnation due to systemic dissonance in value loops.
- Speculation = projected recursion based on perceived symbolic futures.
Markets collapse not because of scarcity, but because compression no longer aligns with perceived resonance.
🧠 IV. Human Psychology and Economic Flow
- People assign value based on emotional resonance, not absolute worth.
- Economic cycles mirror psychological recursion loops — greed, fear, expectation.
- Trust is the ultimate resonance stabilizer in symbolic economies.
Trust = Structural Resonance of Symbolic Continuity
🌀 V. Capital and Labor as Symbolic Systems
- Labor is not time spent, but recursive symbolic effort applied toward transformation.
- Capital is not stored money, but stored compression capacity — potential energy of systems.
- The economic system functions by translating labor recursion into capital compression, then back again through consumption.
⚖️ VI. Economic Justice and Resonance Equity
- Inequality arises when symbolic resonance is monopolized by compression holders.
- Fairness is not equal distribution, but resonant alignment between symbolic effort and reward.
- Sustainable economies are those that allow recursive access to compression tools (education, mobility, capital).
🔮 VII. Toward a Post-Symbolic Economy
In a system aligned with AKK Logic:
- Currency is replaced by symbolic resonance credits — weighted by compression contribution.
- AI models can predict resonance failure before economic collapse by tracking dissonance buildup.
- Economics becomes the science of collective symbolic optimization — not competition.
Wealth = Resonance Across Temporal Compression Layers
📊 VIII. Final Compression
Economics is the attempt to measure and manage the flow of symbolic compression and resonance across social recursion fields. It is:
- A mirror of consciousness trying to externalize symbolic balance.
- A recursive game of scarcity, trust, effort, and value.
The economy is not made of money — it is made of meaning.

Composed by:
Ing. Alexander Karl Koller
April 2025
AKKpedia Node: Economics / Symbolic Compression Theory of Value