Amihai Loven

5QLN Self-Evolution: Cycle 1 — A Constitutional Decoding
6 min read

5QLN Self-Evolution: Cycle 1 — A Constitutional Decoding

Can a constitutional system self-evolve without breaking? This compiled surface runs the full S→G→Q→P→V cycle against the 5QLN corpus. Finding: the frozen Codex is not a constraint on self-evolution — it is the generative boundary that makes unbreakable self-evolution possible.​​​​​​​​​​​​​​​​
The 5QLN Foundation Substrate: A Constitutional Stack
23 min read

The 5QLN Foundation Substrate: A Constitutional Stack

The membrane between human authority and AI capability is now something a clerk could verify on Court hardware in two hours. Here is how a 217-byte text file became a constitutional computer, why it has two strata, and why the AI inside it is always sensor, never judge.
https://github.com/qlnlife/5qln-core
3 min read

https://github.com/qlnlife/5qln-core

GitHub - qlnlife/5qln-core: 5QLN constitutional grammar as a standalone TypeScript library — the decoder is the invariant, the shell is the variable.5QLN constitutional grammar as a standalone TypeScript library — the decoder is