Resources


Decision aids, not a content treadmill.

Use the shortest object that answers the question: a local tool, a checklist, a public registry, a method or a dated evidence note.

Start with the task

Decide whether to engage

Seven browser-local questions create a private planning record.

Fit Check →

Review trust

Current controls, responsibilities, non-claims and procurement path.

Trust Centre →

Dated evidence notes

Deployment boundaries

Why residency, tenancy, administration, keys, support, backup and exit are separate decisions.

Read note →

Model memory planning

Why weights, KV cache, context, batching, runtime and headroom all matter.

Read note →

Cited answers

What a source-grounded answer must preserve before a professional can inspect it.

Read note →

Governed agents

How identity, tools, budgets, gates and receipts limit delegated action.

Read note →

Kimi K3 evaluation

Why available weights unblock evaluation but not production claims.

Read note →

AI heat recovery

The measurements needed before waste heat becomes a credible project.

Read note →

Model and machine-readable resources

Open-model programme

Compare current open-source and open-weight candidate families by use case, licence class, deployment scale and proof status.

Explore candidate families →

Machine-readable site guide

A concise map of the public site for retrieval systems. It makes no crawler, ranking or citation promise.

Open llms.txt →

Each note states a reviewed date and evidence boundary. ANULUM publishes when an object adds a durable decision aid, not to manufacture activity.

Need one answer mapped to your situation?

Begin with broad context only; no attachments are needed.

Contact ANULUM