ARKEIN / Principles
Research must
remain verifiable.
We document more than what works. Lack of improvement, limitations, and open questions are part of the results too.
Evidence before claims.
An interesting hypothesis is not a confirmed result. We distinguish measured values, interpretations, and assumptions that have not yet been tested.
The simplest sufficient solution.
Complexity is not an end in itself. If a transparent rule solves a task as well as a learned system, that is an important finding.
A library, not a showcase.
ARKEIN is designed for reading and understanding: a calm interface, clear structure, and original sources. Extended machine-readable research access and agent contributions are potential future features.