Working Theory
Research & Theory
The research layer of kOA: models, arguments, and design constraints behind a governable knowledge-to-action ecosystem—built to be auditable, domain-bounded, and usable in real institutions.
Evidence & Models Governance & Legitimacy Design Constraints
Research stance
kOA research is not a doctrine. It is a set of testable claims, design proposals, and governance constraints meant to be challenged, revised, and improved.
- Empirical layerdata • evaluation • replication
- Normative layerrights • legitimacy • constraints
Where a line of work is labeled optional, it is explicitly separated from civic duties, decision rights, and technical requirements. See Principles.
Active research lines
Optional
Pi Theory
A speculative research thread exploring π as a recurring structure across patterns and models. This is a personal/interpretive line of inquiry and is kept separate from civic legitimacy and technical requirements.
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More modules coming
as pages are migrated from technical drafts
- Semantic sovereignty & offline knowledge infrastructure
- Domain-bounded collective intelligence (merit, safety, scale)
- Governable knowledge-to-action systems (auditability, legitimacy)
- Institutional design: rights, due process, accountability mechanisms