Minimalism:
Seek the smallest set of primitives and axioms capable of expressing complex organizational and epistemic behavior.

Structural Clarity:
Prioritize architectures that explicitly define agency, causality, and temporal structure.

Verifiability:
Ensure that actions, states, and decisions can be traced, validated, and audited.

Domain-Agnostic Design:
Build models that generalize across scientific, organizational, and regulatory environments.

Epistemic Integrity:
Treat knowledge systems as infrastructures whose design affects the reliability of conclusions drawn from them.

Operational Realism:
Favor models that can be instantiated in software, institutions, or protocols, not merely theorized.