# Theory tracks under one roof

Canonical page: https://keilab.io/research/

research portfolio

Seven research tracks, all in development — from matrix-state theory to language memory to the lab's own agent-fleet infrastructure. Public concept descriptions; full theory access under NDA.

≡: In development

### [Genesis](https://keilab.io/research/genesis/)

The lab's matrix-state framework and largest theory corpus, aimed at routing — dispatch decisions and confidence gating for language models.

⟂: In development

### [Sadalsuud](https://keilab.io/research/sadalsuud/)

A confidence detector, not a truth oracle: designed to sort a language model's answers by confidence and send low confidence to retrieval or an honest refusal.

β: In development

### [KeiBeta](https://keilab.io/research/keibeta/)

Designed to cross-check the Genesis state space against topos theory, p-adic geometry and noncommutative geometry.

⊠: In development

### [K2K](https://keilab.io/research/k2k/)

Library modules for matrix state on the Frobenius unit sphere, with a level taxonomy of language from letter to discourse.

⊢: In development

### [kgl-overlay](https://keilab.io/research/kgl/)

A self-hosted, Tailscale-class mesh VPN in Rust on QUIC, built on standard networking and cryptography.

η: In development

### [kei-neuromem](https://keilab.io/research/kei-neuromem/)

A growing internal associative memory for language that learns to see connections instead of brute-forcing them.

ψ: In development

### [keineuron](https://keilab.io/research/keineuron/)

An always-on layer for the lab's own agent fleet, designed to check every event before it takes effect.

cross-references

### Publications

Public-safe technical material is released on a per-track basis. Full derivations and method content are NDA-gated. request access →

### Applied tracks

Research tracks that yield a working method graduate into hardware. See the [KeiTech hardware tracks](https://keilab.io/hardware/).

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