Most AI skills, like most models, are not very creative — they converge in a single direction, so when everyone uses the same skill for tasks like frontend design, the outputs end up looking homogenized.

Impeccable creator Paul Bakaus warns that AI skills tend to converge outputs in one direction, so shared skills risk making designs and outputs look increasingly the same across users. ✦ AI generated

Paul Bakaus · Latent Space · 2026-07-14 · original ↗

most skills — and indeed most models — are not very creative. “They converge in one direction, and if everybody uses the same skill to do frontend design work or something like that, everything ends up looking the same,” he said.

Read full article ↗excerpt · fair-use quotation