# /research

> Canonical HTML: https://initkoa.org/research
> Markdown mirror: https://initkoa.org/research/index.html.md
> Route: /research
> Source: app/research/page.js
> Generated: 2026-04-09T23:01:26.288Z

[Open the HTML page](https://initkoa.org/research)

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 layer
data • evaluation • replication

Normative layer
rights • 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.

Read →

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

Technology

Governance

Principles