Professional & Organizational Practice¶

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Domains defined primarily by an organized practice — a profession, a body of methods, or a managerial discipline — rather than by a single theoretical core. They borrow tools from other groups and are judged primarily by outcomes in their practice.

137 primes · 757 domain-specific abstractions across 11 domains in this group. Both layers draw on the same canonical roster; a domain's group is derived from it, never stored on an entity.

Domain	Primes	Domain-specific
Accounting & Auditing	1	16
Education & Pedagogy	14	101
Ethics of Technology & AI Governance	1	6
Human-Computer Interaction (HCI)	7	74
Innovation & Entrepreneurship	2	33
Law & Governance	23	261
Library & Information Science	5	34
Logistics & Supply Chain Management	5	38
Military & Strategic Studies	26	23
Organizational & Management Science	46	162
Security Studies & Intelligence Analysis	7	9

Accounting & Auditing

The discipline of measuring, recording, and communicating financial information — encompassing financial accounting (external reporting), managerial accounting (internal decision support), auditing, and tax. Distinct from Economics by its focus on firm-level measurement rather than market-level analysis. Origin of many general primes: ledger, reconciliation, audit trail, internal control.

See also: Economics & Finance, Law & Governance

1 prime

Double Counting

16 domain-specific abstractions

Education & Pedagogy

The theory and practice of learning, teaching, curriculum design, and educational institutions. Draws on psychology, sociology, and philosophy but maintains its own tradition of applied research on instructional effectiveness. Canonical traditions: Dewey, Vygotsky, Piaget, Bruner, constructivism, mastery learning, learning sciences.

14 primes

101 domain-specific abstractions

Ethics of Technology & AI Governance

The applied-ethical and policy discipline concerned with the responsible development, deployment, and governance of technology — particularly AI, algorithmic systems, data, and bio/cybertech. Canonical traditions: computer ethics lineage (Moor, Floridi), fairness-accountability-transparency in ML, AI safety and alignment, bioethics, privacy theory.

1 prime

Collingridge Dilemma

6 domain-specific abstractions

Human-Computer Interaction (HCI)

The interdisciplinary study of how people interact with computing systems — spanning interface design, usability, user experience, accessibility, and the socio-technical dynamics of computer-mediated work and life. Canonical traditions: Nielsen's heuristic evaluation, Norman's design principles, participatory design (Scandinavian tradition), CSCW (computer-supported cooperative work), ubiquitous computing, tangible interaction, immersive environments (VR/AR).

7 primes

74 domain-specific abstractions

Innovation & Entrepreneurship

The study of how new products, services, ventures, and markets are created and scaled — encompassing entrepreneurship theory, innovation management, technology diffusion, and startup methodology. Canonical traditions: Schumpeter's creative destruction, Christensen's disruption, Lean Startup, open innovation, ecosystem theory.

2 primes

33 domain-specific abstractions

Law & Governance

The study of formal rules that regulate conduct and of the institutions that create, interpret, and enforce them. Includes constitutional theory, jurisprudence, administrative law, international law, and the normative frameworks (rule of law, procedural justice, separation of powers) that undergird them.

23 primes

261 domain-specific abstractions

Library & Information Science

The study of the organization, retrieval, preservation, and social use of recorded information. Canonical traditions: classification theory (Dewey, LC, faceted classification), cataloging, information retrieval, archival science, digital curation, metadata standards.

See also: Computer Science & Software Engineering (information retrieval), Linguistics & Semiotics (controlled vocabularies), Philosophy

5 primes

34 domain-specific abstractions

Logistics & Supply Chain Management

The discipline of planning, executing, and controlling the flow of goods, services, and information from origin to consumption. Canonical traditions: inventory theory, operations management, lean/just-in-time systems, supply network design, distribution theory.

5 primes

38 domain-specific abstractions

Military & Strategic Studies

The study of war, coercion, and strategy — from classical military theory through modern strategic studies (nuclear strategy, counterinsurgency, cyber conflict, hybrid warfare). Canonical traditions: Sun Tzu, Clausewitz, Jomini, Mahan, Liddell Hart, nuclear deterrence theory, RAND strategic studies.

26 primes

23 domain-specific abstractions

Organizational & Management Science

The study of how organizations form, coordinate, make decisions, and adapt — spanning management theory, leadership, organizational behavior, strategy, and the sociology of organizations. Canonical traditions: Taylorist scientific management, Weberian bureaucracy, Barnard's cooperative systems, contingency theory, resource-based view, learning organizations, agile and lean frameworks.

46 primes

162 domain-specific abstractions

Security Studies & Intelligence Analysis

The study of threats — their assessment, anticipation, and response — including the intelligence cycle, counterintelligence, cyber threat intelligence, and strategic warning. Related to but distinct from Military & Strategic Studies in its focus on information rather than force.

7 primes

9 domain-specific abstractions