KNF / public recordKnolo / Research
Research

Researching what trustworthy AI infrastructure will require.

The research program focuses on deterministic retrieval, provenance, persistence, authority, reproducibility, and portable infrastructure.

Research

Research becomes more useful when its questions, status, and evidence are durable.

Documents will be published with identifiers, authors, dates, abstracts, status, download links, and citation information.

The entries below are labeled examples of the record format. They are not published papers and should not be cited as such.

Determinism

Can the result be replayed?

Research should make clear what inputs and state are required to reproduce a claim.

Provenance

Where did the context come from?

Evidence should travel with the knowledge it supports.

Authority

What can an agent do?

Portable systems need explicit boundaries around action, identity, and trust.

IndexStatus / scope
KNF-RPResearch paper
KNF-TRTechnical report
KNF-RFCRequest for comment
StatusExample records only