Equation #10 · Chapter 3

Authenticity Token T_authentic

T_{authentic} = Trust_{human} \times \frac{1}{Substitutability_{AI}}

T_authentic · Ch 3

Human trust × 1/AI-substitutability. Prove you have context AI can't fake — that's the whole moat.

Human trust (0–10)6

AI substitutability (0.1–10)3

Result2.00

Holding, barely. Lower your substitutability before the next model release.