A Diagnostic Tree for Generations That Come Back Wrong
A decision tree for AI generations that come back wrong: what to change based on exactly what you see in the output, not what you originally asked for.
7 min read
Camera Instructions Models Silently Ignore
Some camera directives are real parameters. Others are prose the model approximates and quietly drops. How to tell which is which, and test for it.
9 min read
Why Prompt Adherence Collapses Around Keyframes
Near a supplied keyframe, models drift toward their own priors instead of the prompt — and escalating the prompt with more restrictions reliably makes it worse.
7 min read
DALL-E 3.5 vs Flux 1.2 Ultra vs Midjourney v7: 2026 Three-Way Comparison
DALL-E 3.5, Flux 1.2 Ultra and Midjourney v7 anchor the 2026 image model field. Full capability breakdown, pricing, and per-use-case verdicts for serious creators.
12 min read
Flux 1.2 Ultra vs Ideogram 3: Prompt Adherence vs Typography in 2026
Flux 1.2 Ultra leads on prompt adherence and photoreal detail. Ideogram 3 owns in-image text and layout. Full capability breakdown, pricing and verdicts.
10 min read
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