This post originally appeared on Medium.
There is a certain kind of tax on human attention that has always existed in digital communication. Spam filters learned to distinguish signals of malicious or mass-generated content from the messages we actually wanted. The massive one-to-many asymmetry in that case (one sender, millions of recipients) was so extreme and so obvious that we built thinking machines to fight it on our behalf.