ReferenceDemonstrated real incidentv1.22.1
In plain English
This page is reference material: definitions, schemas, catalogs, templates, and implementation records.
- Why this matters: AI risk can come from the whole arrangement, not one obvious model.
- What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
- Technical version below: the expert terminology remains available and is linked through the glossary.
Research Maturity Map
| Label | Meaning | Review action |
|---|---|---|
| Demonstrated | Established within a documented context | Preserve source metadata and limits |
| Experimentally observed | Reported in tested systems | State system tested and non-generalization |
| Emerging evidence | Preprint, recent, narrow, or limited replication | Mark as provisional |
| Architectural inferenceA conclusion or output produced from data. Open glossary definition | Systems-engineering conclusion | Show assumptions and counterexamples |
| Open research question | Unsettled | State what evidence would change assessment |
| Speculative scenario | Scenario, not observation | Keep visibly bounded |
Maturity is not alarm
A lower maturity label does not mean a claim is false. It means the site should make less confident public claims.