Comment by SecretDreams

> Scaling fines with income only works to hard stop behavior,

No, it makes it so that the outcome is more equally felt across all income levels.

What does someone affluent care if they have to pay a $100 speeding ticket or a $20 parking ticket? That's just the cost of business for them.