Carriers know who is originating the call by the bill-to-number. There is reciprocal compensation, rural terminating, and other fees the carriers pay each other to terminate calls. Only customers don't know.

Carriers don't want to fix the issue because they make money on it. More calls increases revenue. They also started selling services to block the robocalls like ATT Call Protect.