Text is the New State
The Trap: Treating the real world as enums and booleans because it feels safe.
The Collision: Forcing natural language intent into discrete booleans lobotomizes the context.
The Fix: Preserve semantic meaning through raw strings so the agent can adapt intelligently downstream.
AI text/layout recreation from video frame; verify against source image.