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Economic

An economy is a network of interacting agents: individuals, firms, gov agencies and R & D agents that engage in performing action from their action space using a set of public goods enablers.

"Economy" is a troublesome word because we use it colloquially to refer to the market economy we're familiar with today, and its various studied trappings - rational actors, market equilibrium, macroeconomic policies, etc. But so much of it consists of socially constructed elements - ownership, dealmaking, invention, regulation, taxation, etc. - that an economic model is always a form of interpretation, an attempt to confine a lot of chaotic and inconsistent forces into something more apparently orderly.

Note: This facet is not my preferred organizing principle of reality. It should be understood primarily as an aggregator or an entry point.

Ontology (The Observed)

Note: (Intermediate) indicates an intermediate ontological abstraction introduced to improve the conceptual and ontological scaffold.

Note: The distinction between ontological and epistemological elements is not always clear-cut — as in the case of information, which can belong to both layers depending on context. These divisions should therefore be taken with a grain of salt.

Note: Agents use their epistemic frameworks — including beliefs, expectations, and interpretations — to perceive reality and make decisions.

Element Description Instance(s) Decomposition
Interaction Unit (Primitive) Agents participating in economic behavior Individuals, households, firms, states, unions, cooperatives N/A
Interaction (Primitive) Relational events/processes between Interaction Units Market transactions, employment contracts, trade agreements N/A
Regulation (Primitive) Shared behavioral protocols by interaction units Property laws, labor regulations, monetary policies N/A
State (Primitive) Representation of the system's condition or status GDP, unemployment rate, inflation rate N/A
Tagging System (Primitive) Semantic/interpretive labeling of the state Various semantic labels N/A
Dynamics (Primitive) Observable events and transformations within the system Price fluctuations, production cycles, market crashes N/A
Environment (Primitive) External context influencing the system Economic systems, political stability, global trade networks N/A
Credit Rating (Intermediate) Assessment of creditworthiness of entities Moody's ratings, S&P ratings, Fitch ratings Tagging System
Industry Classification (Intermediate) Categorization of businesses into industry groups GICS, NAICS, SIC codes Tagging System
Stock Index (Intermediate) Statistical measure of stock market performance S&P 500, Dow Jones, Nikkei 225 Tagging System
Scarcity (Intermediate) Tag indicating limited availability of resources Resource scarcity, time scarcity, budget constraints Tagging System
Utility (Intermediate) Tag representing satisfaction from consumption Marginal utility, total utility, utility function Tagging System
Elasticity (Intermediate) Tag measuring responsiveness between variables Price elasticity, income elasticity, cross-elasticity Tagging System
Transaction (Intermediate) Exchange of goods, services, or assets between parties Sales, purchases, trades, contracts Interaction Unit + Interaction + State + Dynamics
Transaction Cost (Intermediate) Costs associated with making an economic exchange Bargaining costs, policing costs, enforcement costs Interaction + State + Tagging System + Dynamics
Trust (Intermediate) Willingness to be vulnerable to actions of another party based on expectations Consumer trust, institutional trust, interpersonal trust Interaction Unit + State + Tagging System + Dynamics
Path Dependency (Intermediate) Dependence on historical decisions and events that limit future possibilities Technology standards, institutional development, infrastructure choices State + Dynamics + Environment
System (Intermediate) Coherent assembly of interacting components forming a functional whole Economic system, market system, financial system Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Process (Intermediate) Dynamic sequence of activities transforming inputs to outputs Production process, exchange process, consumption process Interaction + Dynamics + State
Structure (Intermediate) Stable framework organizing relationships and rules Institutional structure, property structure, market structure Regulation + Tagging System + State
Agent (Intermediate) Autonomous entities capable of goal-directed action Economic agents, institutional agents, collective agents Interaction Unit + Regulation
Market System for exchanging goods/services Stock market, labor market, real estate market Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Money Medium of exchange/store of value Fiat currency, cryptocurrencies, digital payments Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Property Ownership rights to resources Land ownership, IP rights, digital assets Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Property Right Legal or social entitlement to own, use, and dispose of resources Land rights, intellectual property rights, water rights Interaction Unit + Regulation + State + Tagging System
Capital Wealth used to generate more wealth Financial capital, machinery, human capital Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Natural Capital Stock of natural ecosystems and resources that provide goods and services Forests, water resources, mineral deposits, biodiversity State + Environment + Tagging System
Labor Human effort in production Skilled workers, gig workers, managers Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Production Creation of goods/services Manufacturing, software development, farming Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Distribution Allocation of goods/services Supply chains, retail networks, logistics Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Consumption Use of goods/services Household spending, government procurement Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Exchange Transfer of goods/resources Currency trading, barter systems, stock trades Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Value Worth/importance of resources Market price, utility value, social value Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Monetary System Framework that facilitates exchange through standardized medium Fiat money systems, gold standard, cryptocurrency systems Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Financial Market Venue where financial assets are traded and capital allocated Stock exchanges, bond markets, foreign exchange markets Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Demand Quantity of goods/services consumers are willing/able to purchase Consumer demand, industrial demand, aggregate demand Interaction Unit + Interaction + State + Dynamics
Price Monetary value assigned to goods/services/assets in transactions Market price, equilibrium price, shadow price State + Tagging System
Behavior Observable actions and decision-making patterns of agents Consumer behavior, firm behavior, investor behavior Interaction Unit + Dynamics
Wage Monetary compensation for labor based on time/output Hourly wages, salary, piece-rate wages Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Interest Cost of borrowing money or return on lending capital Simple interest, compound interest, real interest rate Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
National Income Total value of goods/services produced by a country over a period GDP, GNP, Net National Income State + Tagging System + Dynamics + Environment
Saving Income not spent on consumption but set aside for future use Personal savings, corporate savings, national savings Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Investment Allocation of resources with expectation of generating future returns Physical investment, financial investment, human capital investment Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Policy Deliberate course of action adopted by authorities to achieve objectives Monetary policy, fiscal policy, industrial policy Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Observation Act of monitoring and recording economic phenomena and data Economic indicators, market surveys, statistical analysis Interaction Unit + Interaction + State + Dynamics + Tagging System
Observer (Intermediate) Entity that monitors, analyzes, and interprets economic phenomena Economists, analysts, regulatory bodies Interaction Unit + Regulation + Environment + Opportunity Cost (cognitive construct)
Profit Financial gain realized when revenue exceeds costs Accounting profit, economic profit, normal profit Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Employment State of having paid work or being engaged in productive activity Full employment, self-employment, underemployment Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Business Cycle Fluctuations in economic activity characterized by expansion/contraction Boom, recession, depression, recovery Interaction + Regulation + State + Dynamics + Environment
Complex Adaptive System System of multiple interacting agents that adapt/evolve to changes Economic systems, financial markets, ecosystems Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Technology Application of knowledge for practical purposes, tools, systems, and methods that improve productivity or create new capabilities Digital technology, manufacturing technology, medical technology Interaction Unit + State + Tagging System + Dynamics + Environment
Externality Cost or benefit affecting a party who did not choose to incur that cost or benefit Pollution (negative externality), education (positive externality), vaccination benefits Interaction + State + Dynamics + Environment
Network Effect Phenomenon where a product or service gains additional value as more people use it Social media platforms, telecommunications networks, payment systems Interaction + State + Tagging System + Dynamics
Shadow Economy Economic activities that are not taxed or monitored by government Underground markets, informal labor, unreported transactions Interaction Unit + Interaction + State + Dynamics + Environment
Technological Change Process of innovation, diffusion, and adoption of new technologies Industrial revolutions, digital transformation, automation Technology + Dynamics + Environment
Innovation Creation of new ideas, methods, or products that create value Product innovation, process innovation, business model innovation Interaction Unit + State + Dynamics + Environment
Feedback Process where system outputs are returned as inputs influencing future behavior Positive feedback, negative feedback, reinforcing loops Interaction Unit + Interaction + State + Dynamics + Environment
External Observer Entity outside the system that monitors/analyzes behavior without participating International organizations, foreign analysts, researchers Interaction Unit + Regulation + Environment
Regional Economy Economic system and activity within a specific geographic sub-national area characterized by specialized industries, resources, and economic relationships Silicon Valley tech economy, Rust Belt manufacturing region, EU regional economic zones Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
International Economy Global system of economic relationships, trade, and financial flows between nations encompassing cross-border transactions, multinational operations, and international institutions Global trade networks, international financial system, multinational supply chains Interaction Unit + Interaction + Regulation + State + Tagging System + Dynamics + Environment
Price System Economic mechanism that uses prices to allocate resources and coordinate economic activity through the interaction of demand and supply Market price system, auction systems, administered price systems Interaction Unit + Interaction + State + Tagging System + Dynamics + Environment + Price + Demand + Market

Epistemology (Observer)

Note: By epistemology, we refer to the epistemic dimension — that is, anything related to knowledge, belief, justification, and the processes by which agents understand, interpret, or evaluate reality.

Note: Consider the cognitive state of an observer as the state of their brain at a given time t. This cognitive state can itself be regarded as an ontological element, as it exists in reality and interacts with it. The observer’s epistemic state and the ontological reality it perceives are therefore deeply intertwined, forming a unity often described as the mind-body or episteme-ontology relationship.

Note: Epistemological entries will be classified under the category Observer.

Internal Observer: First-person perspective monitoring one's own mental processes and experiences.

External Observer: Third-person perspective examining cognitive processes from outside the system.

Epistemological Element Description Cognitive Role(s) Tags
Sensory Input Raw data received from the environment through senses Foundation for all perception and knowledge acquisition input
Human Cognition Overall process of acquiring and processing knowledge Integrates inputs and manages reasoning, memory, and decision-making process
Epistemological Principle Fundamental rules or axioms governing knowledge acquisition Basis for justification and validation of knowledge claims principle
Belief Cognitive states representing acceptance of propositions Drives interpretation and action based on knowledge state
Perception Interpretation of sensory input into meaningful experience Enables awareness and recognition of external stimuli process
Attention Cognitive focus on particular stimuli or information Filters and prioritizes information processing process
Expectation Anticipation based on prior knowledge or experience Guides perception and inference by predicting outcomes state
Memory Storage and retrieval of past experiences and knowledge Supports learning, recognition, and informed decision-making structure
Opportunity Cost Value of the next best alternative forgone when making a choice Guides resource allocation and decision evaluation by considering trade-offs relation
Risk Quantifiable potential for loss or adverse outcomes Influences decision-making under uncertainty state
Time Preference Tendency to prefer rewards sooner rather than later, affecting valuation of future outcomes Influences decision-making regarding delayed gratification and long-term planning state
Uncertainty State of incomplete or imprecise knowledge Motivates further inquiry and risk assessment state
Inference Logical reasoning process to derive conclusions Enables extending knowledge beyond direct observation process
Heuristic Mental shortcuts or rules of thumb used for problem-solving Facilitates efficient but approximate decision-making tool
Information Processed data that provides meaning and context Forms the basis for understanding and decision-making; bridges raw data and knowledge structure
Information Asymmetry Imbalance in information availability between parties in a transaction or interaction Creates power dynamics and influences strategic decision-making; affects trust and cooperation relation
Interpretation Assigning meaning or significance to information Critical for understanding and communication process
Idea Mental representation or notion Basic unit of thought and creativity structure
Concept Abstract category or class of related ideas Organizes knowledge into meaningful structures structure
Knowledge Organized body of information, understanding, and skills acquired through experience or education Enables application of information to solve problems and make decisions; represents the highest level of cognitive processing structure
Mental Model Internal representation of how a system or reality works Enables prediction, explanation, and problem-solving structure
Bias Systematic deviation from rational judgment Influences perception and decisions, often unconsciously bias
Cognitive Schema Frameworks that organize and interpret information Helps structure knowledge and expectations structure
Ideology Set of beliefs and values shaping worldview Provides interpretive lens influencing cognition and behavior structure
Decision Model Cognitive process or framework guiding choices Structures evaluation of options and selection of actions tool
Cognitive Framework Structured system of principles, schemas, and models that organizes cognitive processes Provides foundational architecture for knowledge integration; supports complex reasoning and metacognition structure
Data Raw facts, figures, or observations without context or interpretation Provides the fundamental input for information processing and knowledge formation input
Cognitive Tool Specific method or strategy employed to enhance cognitive performance Optimizes information processing; enables efficient problem-solving and knowledge application tool
Metacognition Awareness and regulation of one's own cognitive processes Enables self-monitoring, strategic learning, and adaptive control of cognition metacognitive
Social Learning Process of acquiring knowledge, behaviors, and skills through observation, imitation, and interaction with others Facilitates cultural transmission and knowledge acquisition through social interaction process, social
Language Perception The cognitive process of interpreting and understanding spoken, written, or signed language Enables communication and comprehension of linguistic information process, linguistic
Distributed Cognition Cognitive processes that extend beyond individual minds to include interactions with people, objects, and environments Expands cognitive capacity through external systems and social coordination process, social
Emotional Contagion The phenomenon of emotions spreading between individuals, often unconsciously Influences mood, decision-making, and social behavior through affective transfer process, emotional, social
Adaptive Learning Learning process that adjusts based on experience and feedback to improve performance Enables continuous improvement and optimization of knowledge and skills process, learning
Path Dependency The tendency for historical decisions and events to constrain future possibilities Shapes decision-making by limiting options based on previous choices principle, constraint
Epistemic Inertia Resistance to changing existing beliefs or knowledge frameworks despite new evidence Maintains cognitive stability but can hinder knowledge updating bias, constraint
Situated Knowledge Knowledge that is context-dependent and tied to specific situations or environments Provides relevant understanding for particular contexts but may limit generalization structure, contextual
Epistemic Humility Recognition of the limits of one's knowledge and the potential for error Promotes open-mindedness, critical thinking, and willingness to revise beliefs metacognitive, attitude
Cognitive Flexibility Ability to switch between different thinking approaches and adapt to new situations Enables problem-solving across diverse contexts and integration of multiple perspectives process, adaptive
Metacognitive Bias Systematic errors in thinking about one's own cognitive processes Distorts self-assessment and can impair learning and decision-making bias, metacognitive
Information Overload State of being overwhelmed by excessive information, impairing decision-making Hinders effective processing and integration of relevant information state, constraint
Algorithmic Cognition Mental processes that follow step-by-step procedures or rules Enables systematic problem-solving and consistent decision-making process, computational
Epistemic Opacity Inability to understand or explain how knowledge or decisions were generated Limits verification and trust in knowledge claims, especially in complex systems constraint, metacognitive
Framing Effect Cognitive bias where decisions are influenced by how information is presented Shapes interpretation and evaluation of options based on contextual presentation bias, effect
Valence Framing Presentation of information emphasizing positive or negative aspects to influence perception Affects emotional response and evaluation through affective emphasis bias, linguistic
Rhetorical Framing Strategic use of language and narrative structures to shape interpretation Guides understanding through persuasive communication techniques bias, linguistic
Learning Process of acquiring knowledge, skills, behaviors, or understanding through experience, study, or instruction Fundamental mechanism for knowledge acquisition and cognitive development; integrates with memory, attention, and perception process, foundational

Causality

The principle that events (causes) produce other events (effects), forming the basis for understanding relationships and mechanisms in the world.

Modality

Modality refers to the mode, manner, or degree by which propositions, events, or states are represented as possible, necessary, contingent, or impossible. It captures the ways in which reality—or statements about reality—are qualified with respect to certainty, obligation, capability, or hypotheticality.

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