Essay · 15 min read

After Automation

Dan Shipper · Every Freemium Intermediate

A clear-eyed take on what actually changes when a model can do a task at good-enough quality and cheaply, and where humans still hold the last mile. That is precisely the eighty-percent framing in our short answer. Read it to think honestly about which steps automate cleanly and which twenty percent you must design around.

• Good-enough automation changes the economics of a job
• The hard, high-judgment slice is where humans still win
• Design the handoff between the model and the person deliberately