Why do you think cost would expand linearly with revenue? That's typically not how technology companies work. Compute gets cheaper over time and R&D expenses eventually cap out.
Didn't Sam ask TSMC to spend $7 trillion on new fabs? By comparison, $18 billion/yr spend seems very small.