Roofer's Hand-Drawn Ad Mistaken for AI Exposes Visual Literacy Crisis

A contractor's deliberately crude, hand-sketched promotional image was flagged as AI-generated. The reversal exposes how consumers have become hypersensitive to algorithmic imagery while simultaneously losing the ability to distinguish authentic handwork from machine output. The viral pile-on and subsequent copycats flooding in with actual AI images reveals a market problem: authentic human-made content is becoming scarcer and less recognizable than the synthetic alternative. Genuine roughness now reads as suspicious, while polished AI output passes as credible. Brands betting on "handmade" or "real" positioning face a direct paradox.