Nivren
We are developing Nivren around specialist models, memory and tools, with inspectable state and human approval as design goals.
About Nivren →In development · human-governed
Not launched yet. Here is what is real.
We are developing Nivren as a programme for coordinating specialist models, memory, tools and applications. Broader integrated behaviour is still planned. Public claims are linked to evidence where available, and inconclusive or negative results remain part of the record.
Updates
The Nivren family
A programme with several directions.
Each module carries a status tag. Directions are not presented as released products.
NivKode
NivKode 0.1.0 is a review candidate; release approval and publication are pending.
Launch target: 2 Nov 2026; may move if testing finds issues
NivDroid
Nivren Home is the NivDroid internal test build. It is not a public build.
Nivren Home · internal test build only
NivMac
A lightweight, network-connected desktop OS that gives capable older hardware a modern working life.
No build yet
Nivren Quark
Small local models in three planned sizes. Each will ship with its provenance label, or not at all.
NQ-0.5B · NQ-1B · NQ-3B
Evidence
Research claims follow their evidence.
Current conclusions distinguish deterministic results from exploratory model ratings. No human-rated quality figures are reported here.
NOT CONFIRMEDDeterministic
Must-change repair framing
The preregistered fresh-suite analysis did not confirm the exploratory finding. No correctness or effectiveness claim is supported.
INCONCLUSIVEDeterministic
Route-quality R0 and R1
Both remain inconclusive. R0 has a scorer limitation; R1 is a finite-set deterministic result and does not establish general answer quality.
EXPLORATORYModel-rated
Post-hoc and uplift reviews
The route-quality R1 audit, R2 review and local-uplift R0 are model-rated (engine/model not recorded). Their findings are exploratory or inconclusive and provide no human-calibrated figures.
Source: current research result records · Research record →
Provenance
Model provenance stays explicit.
Model references distinguish original work, derivatives and external services.
- Nivren-native
Model work genuinely produced and owned by Nivren.
- Nivren-derived
Adapters, fine-tunes and derivatives of upstream models, under their licences.
- Nivren-integrated
External models and services Nivren routes to, and does not claim to own.