I spent most of early 2026 rebuilding my visual content workflow from the ground up — not because the old system was failing, but because the gap between "fine results" and what the best AI image ...

Stephen Whitelam, a researcher whose work spans thermodynamic theory and machine learning, has described a framework for generating images from pure noise by using the physics of heat and motion ...