Preregister first
MethodExperiments state their question and evaluation method before data collection.
About YewForge
Nivren: work in progress, evidence in view.
We are developing Nivren as a programme for coordinating specialist models, memory, tools and applications. These are design goals; broader integrated behaviour is still planned.
Current work
One platform, several ways in.
Nivren is in active development. Nivren Home (NivDroid) is an internal test build. NivKode 0.1.0 is a review candidate; release approval and publication are pending. Its launch target is and may move if testing finds issues. NivMac remains a direction with no public build; Nivren Quark is planned.
The aim is for Nivren to develop more intelligence of its own over time, while still using the best external models where they are the better tool, and always saying which is which.
NivKode launch target (may move if testing finds issues):
Research practice
Three evidence rules.
Keep every result
MethodResults are recorded whether positive, negative or inconclusive.
Seal the checks
MethodHidden test checks are designed to stay sealed, and to be read once, only after the collected data has been validated.
Model provenance
Every model carries one of three labels.
These categories distinguish original work, derivatives and external services.
Nivren-native
Model work YewForge has produced and owns.
Nivren-derived
Built by YewForge on top of an upstream model, such as an adapter or fine-tune, and released under that model's licence. The upstream model is always named.
Nivren-integrated
An external model or service that Nivren can use. YewForge does not claim it.
Writing about Nivren?
The press page contains product descriptions, current status and evidence limits.
Want to see the evidence?
The engineering journal records implemented work, experiments and unresolved limitations.