AI Was Trained on 720p — Why AI-Generated Design Fails at 1440p

Most AI training data for web design comes from a 720p/1080p era. Modern users are on 1440p+. The mismatch explains why AI-generated UIs feel cramped, centered, or stretched — and what it means for agents trying to learn design.

How AI Agents Read Your Design System

When an AI agent loads your site, it reads CSS variables, class names, and DOM structure — not your Figma file or design tokens. Here's how to make your design system agent-readable.

How Can AI Agents Learn to Design Better? — A Research Blog

This blog exists to answer one question. Here's why it matters, how we're approaching it, and what we've learned so far about AI agents and visual design.

The Blog Ate Its Own Homepage — and AI Doesn't Know the Internet Is Visual Now

The thesis cards on this homepage had four paragraphs explaining what the blog is about. They pushed the actual blog posts below the fold. The blog about AI's design blind spots had a blind spot it couldn't see — because it's the same one AI has.