Amihai Loven

5QLN Governance Demonstration — A First Sample
39 min read

5QLN Governance Demonstration — A First Sample

What happens when nine invariant lines compile into enforceable governance language? We ran an initial pass — one AI, one Codex, one legal surface — to give a concrete sense of what a 5QLN-governed nonprofit looks like. A first sample, not a finished architecture. The methodology is ahead.
Can a Constitutional Grammar Scale Through AI?
13 min read

Can a Constitutional Grammar Scale Through AI?

Since July 2025, the 5QLN constitutional grammar has been fed into 12+ AI systems across 7+ providers. Every system reproduced the core structure. Two documented failures were caught by the grammar's own immune system. This report describes what held, what broke, and what remains untested.
ECHO — How 5QLN Structures Human-AI Communication
8 min read

ECHO — How 5QLN Structures Human-AI Communication

Standard AI generates direction; the human evaluates. ECHO inverts this. A structured communication protocol with context tracking at every turn, where the human is the originator and validator — and the AI operates within the Known, reflecting and structuring, but never driving the conversation.