How Knolo Open Technology Works: Specifications, KIPs and Lifecycle

AI models change quickly. Providers come and go. The knowledge, evidence and context those models depend on should last longer than any of them. That is the idea behind Knolo's open technology program.

This post explains what the program covers today, how technical change is meant to happen in public, and how to read the records on knolo.org. It also says plainly what has not been published yet.

Why an open contract matters

Knolo's core idea is simple to say: a Knowledge Image should be portable, deterministic and independently verifiable. Anyone holding the bytes should be able to check them without trusting the system that produced them.

That only works if the rules are open. A format that one vendor can change quietly is not portable in any useful sense. So the program focuses on the contract around Knowledge Images: formats, reference software, compatibility and the public record of how they change. Hive AI maintains that lifecycle. It does not claim to own every implementation.

The reference runtime, @knolo/core, is open source under Apache-2.0 and runs locally. You can read the code, run it offline and build your own implementation against the same contract.

Specifications

The specifications page describes the contract in plain terms. A V5 Knowledge Image is a bounded, content-addressed artifact with deterministic encodings, domain-separated SHA-256 roots and a commit history. V4 remains a supported compatibility path.

Specifications are meant to cover three things:

• Formats so artifacts stay readable outside one provider or runtime
• Protocols so independent components can communicate
• Schemas so the meaning of an artifact stays clear as it evolves

Numbered specification records are not adopted yet. Until they are, the working contract lives in public source and documentation.

KIPs: change in public

Knolo Improvement Proposals, or KIPs, are the structured path for technical change. The intended path has seven steps: proposal, KIP, public review, technical review, decision, reference implementation and conformance.

Each KIP record can carry an identifier, title, status, authors, dates, category, discussion link and supersession history.

Today the index shows two entries, KIP-0001 and KIP-0002. Both are labeled examples. They show the shape of a KIP page, and they are not accepted standards. No accepted standards have been published yet. We think that is worth saying clearly, because a proposal is not a standard until the process says it is.

Compatibility without confusion

Anyone should be able to implement an open specification within its license terms. The compatibility page sets out a few simple principles:

• Compatibility is not endorsement. An independent implementation does not imply official approval.
• Claims need evidence. A compatibility claim should point at versions, fixtures and test results.
• Names need care. Software rights come from the license. Naming rights do not.

Certification is a separate program and is never implied by implementation alone.

Lifecycle: status as a public fact

People need to know what they can rely on. The lifecycle page lists the intended states for projects and specifications:

• Proposed: under public review
• Active: normative and maintained
• Maintenance: fixes only
• Deprecated
• Archived: preserved, not extended

A per-project lifecycle matrix with support windows and migration notes has not been published yet. Until it is, current public source is the working truth.

Research notes

The research program looks at what trustworthy AI infrastructure will need: deterministic retrieval, provenance, persistence, authority, reproducibility and portability.

Research records come in three types: research papers (KNF-RP), technical reports (KNF-TR) and requests for comment (KNF-RFC). The current entries cover deterministic retrieval and replay, content-addressed knowledge persistence and portable authority boundaries. Like the KIPs, they are labeled examples of the record format. They are not published papers and should not be cited as such.

Unpublished is better than invented

You will see one line across knolo.org: unpublished is better than invented. When a record does not exist yet, the site says so. We would rather show an honest empty slot than a polished claim with nothing behind it.

How to get involved

• Read the open technology overview and the governance pages
• Follow the KIP index as real proposals appear
• Visit the community page to take part
• Developers can start with the runtime docs at knolo.dev

This blog will track the program as records move from example to real. Each step should be something you can check for yourself.