Core research question
When decision‑making becomes distributed across systems, workflows, and human actors, can a reviewing body still reconstruct how authority was exercised?
Mizan studies this question by examining:
- 01administrative records
- 02contemporaneous reasons
- 03evidentiary engagement
- 04procedural architecture
- 05system influence indicators
- 06reviewability conditions
Foundational concepts
Material system influence
System level processes that plausibly structure or constrain the decision space in a manner capable of affecting outcome.
Translation deficit
The absence of contemporaneous legal reasoning connecting system influence to statutory analysis.
Technical substitution
Post hoc technical explanations that describe system operation without supplying original legal justification.
Legal translation
The articulation linking system outputs, classifications, or workflow effects to statutory reasoning in the individual case.
Contemporaneity
The requirement that justification exist at the time authority is exercised.
System Influence Framework
The System Influence Framework operates within existing reasonableness review principles.
It asks:
- 01 Was there material system influence?
- 02 Was that influence translated into contemporaneous legal reasons?
- 03 Does later explanation amount to technical substitution?
Relationship to Legitimacy Standards
Mizan may generate research findings, diagnostic observations, and empirical insights that inform future standards development.
Legitimacy Standards remains institutionally separate and develops non‑binding evaluative frameworks through its own governance and methodology process.
Limitations
Mizan does not:
- 01issue legal determinations
- 02provide legal advice
- 03predict litigation outcomes
- 04certify institutional legality
- 05replace courts or oversight bodies
- 06evaluate political legitimacy