AI Slop

Study the slop supply chain: recipe books, bottling plants, lemonade stands, and the eager engine. Then judge one real artifact with a human-owned taste gate.

The Problem

Generic AI output does not appear by magic. It comes from a supply chain: recipes everyone copies, bottling plants that standardize the look, lemonade stands that resell the same pattern, and an eager engine trained to finish fast.

The Solution

This workshop teaches the chain, then gives your agent a remediation lab. You bring one real artifact that feels like slop. The agent prepares comparisons, the human owns the taste verdict, and the postmortem becomes a guardrail.

You will: study the concept, bring or inspect one real artifact, run the workshop exercise, and leave with a postmortem-backed guardrail.