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2 articles matching "text rendering"Clear filters

Text Rendering That Holds Up: Glyphs, UI, and CJK Scripts

A working theory of why text is hard for diffusion models, what the leaked GPT Image 2 benchmarks actually mean, and how to prompt for text today on GPT Image 1.5 so your pipeline survives the upgrade.

gptimage2api editorialApr 19, 20264 min readRead

Troubleshooting

Debugging Output: Why Your Text Still Fails

In-image text rendering is the feature that sold GPT Image 1.5. It is also the feature that produces the most Slack screenshots captioned "why is it doing this." Even on the current flagship at $0.005 to $0.20 per image, expect a 5 to 10 percent failure rate on text-heavy prompts.

Apr 15, 20263 min read

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