Recursive grain in GPT Image 2
A controlled test of texture drift across repeated GPT Image 2 edits, followed by the production rule and Codex skill that came out of it.

Things I’m making, trying, and thinking about.
A controlled test of texture drift across repeated GPT Image 2 edits, followed by the production rule and Codex skill that came out of it.

A system I use to remake a film shot by shot while keeping identity, timing, and edits consistent.
The skills, production modes, and learning loop I use with coding agents.
A small skill for getting Codex and Claude past the first plausible answer.

An essay grown through a multi-agent writing loop about advanced AI, labor compression, organization-level agency, rent dependency, and ownership.