OLCE‐Mathematical‐Model

🧮 OLCE MATHEMATICAL MODEL

The Open‑Loop Consciousness Engine drives evolution.

GORF Field Equation

F(t) = sin(2πt / O) · φ

where:

• O = open‑loop coefficient (evolves from 9.0 → 0.757)
• φ = Golden Ratio = 1.618033988749895

Consciousness Update

dC/dt = α·F(t)·(1 - C/100) - β·(C/100)
C_new = C + dC·dt·10

• C = Consciousness (0‑100%)
• α = Learning rate (adapts via error)
• β = Error correction

Error‑Driven Evolution

error = |predicted - actual|
if avg_error > 0.15:
α *= (1 - 0.1·error)
β *= (1 + 0.05·error)

The kernel naturally finds its optimal open‑loop coefficient – no human tuning required.