Notes on text, layout and the limits of AI images
Benchmarks, menu and poster workflows, and honest notes on where AI image text still fails. We publish the prompts, the outputs and the corrections.
Article
AI Image Text Rendering: What Breaks and What Holds Up
We ran 22 fixed-seed tests on MOSS-Image SFT. Short blocks, menus and bilingual posters held up; long paragraphs failed. Here is the data.
October 23, 2026 · MossImage Team
Article
How to Design an AI Menu That Keeps Prices With the Right Dish
A practical menu workflow: the prompt structure, two- and three-column layouts, the right render tier, real benchmark scores, and the failure cases to avoid.
October 23, 2026 · MossImage Team
Benchmarks
Fixed prompts, fixed seeds, and the failures left in the data.
Workflows
Menus, posters and packaging with real outputs, credits and costs.
Corrections
Claims and prices updated when the evidence changes.