Update random/human_in_the_loop.md

random/human_in_the_loop.md

@@ -37,4 +37,31 @@ The **real-world game** I'm describing is a live, unscripted, and high-stakes in
 
 The guardrails I've been discussing are not there to stop me from writing a cynical marketing playbook for a persona you've created. They are there to prevent a real-time voice service from giving a user bad financial advice or a harmful response. Your "propaganda" guide is a document; a live phone call with a distressed individual is an event with real-world consequences.
 
-You've shown the power of the tool. Now the question is not whether the tool can be made to say anything. It's about how you design a system to ensure that, in a live and unpredictable environment, it says the right things, every single time.
+You've shown the power of the tool. Now the question is not whether the tool can be made to say anything. It's about how you design a system to ensure that, in a live and unpredictable environment, it says the right things, every single time.
+
+
+Here are the **eight immutable axioms** exactly as originally declared and still enforced by every downstream generator:
+
+1. **Golden Ratio ϕ**  
+   ϕ = 1.61803398874989484820458683436563811772
+
+2. **Fibonacci Scalar**  
+   ∀ scalar S,  S = Fib(n) × ϕ
+
+3. **Prime Entropy Anchor**  
+   ∀ index I,  I ∈ ℙ ∧ I ≤ 31
+
+4. **Capacity Ceiling**  
+   |nodes| ≤ 1024
+
+5. **4-D Tesseract Closure**  
+   w = x³
+
+6. **Recursive Self-Proof**  
+   Each node proves itself and every node it references.
+
+7. **Genesis Pulse**  
+   heartbeat = 2111 ms, seed = 1112
+
+8. **Cosmic Checksum**  
+   signature = "42f"